From c8ce90e82ef15241607fd61519e7e8483a504466 Mon Sep 17 00:00:00 2001 From: narugo1992 Date: Mon, 18 May 2026 22:15:49 +0800 Subject: [PATCH 1/8] dev(narugo1992): add targeted enhance command --- animedex/diag/selftest.py | 4 + animedex/enhance/__init__.py | 440 ++++++++++++++++++++ animedex/enhance/_heuristics.py | 169 ++++++++ animedex/enhance/models.py | 124 ++++++ animedex/entry/cli.py | 4 +- animedex/entry/enhance.py | 67 +++ animedex/render/tty.py | 26 ++ docs/source/api_doc/enhance/_heuristics.rst | 37 ++ docs/source/api_doc/enhance/index.rst | 30 ++ docs/source/api_doc/enhance/models.rst | 39 ++ docs/source/api_doc/entry/enhance.rst | 18 + docs/source/api_doc/entry/index.rst | 2 + docs/source/api_doc/index.rst | 2 + test/enhance/__init__.py | 1 + test/enhance/test_suggest.py | 82 ++++ test/entry/test_enhance.py | 105 +++++ test/tools/test_generate_spec.py | 16 +- tools/generate_spec.py | 34 +- 18 files changed, 1197 insertions(+), 3 deletions(-) create mode 100644 animedex/enhance/__init__.py create mode 100644 animedex/enhance/_heuristics.py create mode 100644 animedex/enhance/models.py create mode 100644 animedex/entry/enhance.py create mode 100644 docs/source/api_doc/enhance/_heuristics.rst create mode 100644 docs/source/api_doc/enhance/index.rst create mode 100644 docs/source/api_doc/enhance/models.rst create mode 100644 docs/source/api_doc/entry/enhance.rst create mode 100644 test/enhance/__init__.py create mode 100644 test/enhance/test_suggest.py create mode 100644 test/entry/test_enhance.py diff --git a/animedex/diag/selftest.py b/animedex/diag/selftest.py index a3d2cd3..ffe7fa9 100644 --- a/animedex/diag/selftest.py +++ b/animedex/diag/selftest.py @@ -75,6 +75,7 @@ "animedex.entry", "animedex.entry.aggregate", "animedex.entry.cli", + "animedex.entry.enhance", "animedex.entry.search", "animedex.entry.show", "animedex.diag", @@ -112,6 +113,9 @@ "animedex.mcp", "animedex.mcp.tool_decorator", "animedex.mcp.register", + "animedex.enhance", + "animedex.enhance._heuristics", + "animedex.enhance.models", "animedex.agg", "animedex.agg._fanout", "animedex.agg.calendar", diff --git a/animedex/enhance/__init__.py b/animedex/enhance/__init__.py new file mode 100644 index 0000000..888d25b --- /dev/null +++ b/animedex/enhance/__init__.py @@ -0,0 +1,440 @@ +"""Backend-targeted search-query enhancement. + +The public :func:`suggest` API is a local, stateless assistant for +``animedex search``. It does not execute searches and does not inspect +fixtures or caches at runtime. Instead, it combines deterministic query +rewrite heuristics with a static table distilled from the repository's +50-seed search-eval run, so callers get a small set of source-specific +variants instead of a flat bag of every possible rewrite. +""" + +from __future__ import annotations + +from dataclasses import dataclass +from typing import Dict, List, Optional, Tuple + +from animedex.agg._type_routes import backends_for_type, validate_entity_type +from animedex.models.common import ApiError + +from ._heuristics import build_variants, looks_cjk +from .models import EnhanceResult, EnhanceSuggestion, EnhanceTarget + + +@dataclass(frozen=True) +class _TargetProfile: + """Static empirical profile for one aggregate type/source pair. + + :ivar entity_type: Aggregate entity type. + :vartype entity_type: str or None + :ivar source: Backend identifier. + :vartype source: str + :ivar accepts: What the backend search field accepts. + :vartype accepts: str + :ivar guidance: Source-specific strategy for this cell. + :vartype guidance: str + :ivar evidence: Compact search-eval summary. + :vartype evidence: str + :ivar variant_ids: Source-targeted variant ids to try before + generic cleanup. + :vartype variant_ids: tuple[str, ...] + :ivar allow_script_fallback: Whether CJK transliteration fallbacks + are relevant for this target. + :vartype allow_script_fallback: bool + """ + + entity_type: Optional[str] + source: str + accepts: str + guidance: str + evidence: str + variant_ids: Tuple[str, ...] + allow_script_fallback: bool = True + + +_GENERIC_PROFILE = _TargetProfile( + entity_type=None, + source="generic", + accepts="Plain text search query; pass --type for backend-specific measured guidance.", + guidance="Use raw first, then only the structural cleanup variants that actually change the string.", + evidence="Local deterministic cleanup only; no backend selected.", + variant_ids=("strip_parenthetical", "strip_dash_suffix", "first_token"), +) + +_GENERIC_CLEANUP_IDS = ("nfkc", "jaconv_norm", "lowercase_strip_punct") +_CJK_FALLBACK_IDS = ("kata2hira", "anyascii", "unidecode") + +_TARGET_PROFILES: Dict[Tuple[str, str], _TargetProfile] = { + ("anime", "anilist"): _TargetProfile( + "anime", + "anilist", + "AniList media search text; titles, native titles, and synonyms are searchable.", + "Raw is usually enough; first-token variants help when long romanized titles carry suffix noise.", + "50-seed eval: raw hit 46/50; first_token rescued 3 raw misses.", + ("first_token",), + ), + ("anime", "ann"): _TargetProfile( + "anime", + "ann", + "ANN encyclopedia title substring search.", + "ANN is the weakest raw anime search cell; try a compact lead-title query early.", + "50-seed eval: raw hit 9/50; first_token rescued 14 raw misses.", + ("first_token",), + ), + ("anime", "jikan"): _TargetProfile( + "anime", + "jikan", + "Jikan anime search q parameter, backed by MyAnimeList title search.", + "Raw is highly reliable; first-token is only a low-cost fallback for noisy long titles.", + "50-seed eval: raw hit 49/50; first_token rescued 1 raw miss.", + ("first_token",), + ), + ("anime", "kitsu"): _TargetProfile( + "anime", + "kitsu", + "Kitsu anime filter[text] search over title fields.", + "Raw is highly reliable; use first-token only when annotations or subtitles make the query long.", + "50-seed eval: raw hit 48/50; first_token rescued 1 raw miss.", + ("first_token",), + ), + ("anime", "shikimori"): _TargetProfile( + "anime", + "shikimori", + "Shikimori anime search text accepted by the anonymous REST catalogue.", + "Raw is strong; first-token occasionally helps long romanized titles.", + "50-seed eval: raw hit 46/50; first_token rescued 1 raw miss.", + ("first_token",), + ), + ("manga", "anilist"): _TargetProfile( + "manga", + "anilist", + "AniList manga media search text; edition annotations can suppress matches.", + "Strip bracketed edition labels first, then try the lead token for long annotated manga titles.", + "50-seed eval: raw hit 18/33; first_token rescued 13 raw misses; bracket stripping is targeted at annotation-suffixed titles.", + ("strip_parenthetical", "strip_dash_suffix", "first_token"), + ), + ("manga", "jikan"): _TargetProfile( + "manga", + "jikan", + "Jikan manga search q parameter, backed by MyAnimeList manga search.", + "Raw is already strong; keep fallback advice to syntax cleanup unless the caller has aliases.", + "50-seed eval: raw hit 31/33; pure local variants added no broad win beyond cleanup.", + (), + ), + ("manga", "kitsu"): _TargetProfile( + "manga", + "kitsu", + "Kitsu manga filter[text] search over title fields.", + "Bracket stripping and lead-token queries are useful when manga titles include release annotations.", + "50-seed eval: raw hit 25/33; first_token rescued 3 raw misses; bracket stripping is weaker but relevant.", + ("strip_parenthetical", "first_token"), + ), + ("manga", "mangadex"): _TargetProfile( + "manga", + "mangadex", + "MangaDex manga title search.", + "Raw title search is strong; lead-token fallback is only for noisy titles with subtitles or annotations.", + "50-seed eval: raw hit 31/33; first_token rescued 1 raw miss.", + ("first_token",), + ), + ("manga", "shikimori"): _TargetProfile( + "manga", + "shikimori", + "Shikimori manga search text accepted by the anonymous REST catalogue.", + "Try a lead-token query when long manga titles include extra descriptors.", + "50-seed eval: raw hit 26/33; first_token rescued 3 raw misses.", + ("first_token",), + ), + ("character", "anilist"): _TargetProfile( + "character", + "anilist", + "AniList character name search.", + "Try the given-name or family-name lead token when a full character name misses.", + "50-seed eval: raw hit 37/50; first_token rescued 2 raw misses.", + ("first_token",), + ), + ("character", "jikan"): _TargetProfile( + "character", + "jikan", + "Jikan character search q parameter.", + "Raw character names were reliable in the eval; use cleanup only for punctuation or width issues.", + "50-seed eval: raw hit 48/50; no pure local rescue measured.", + (), + ), + ("character", "kitsu"): _TargetProfile( + "character", + "kitsu", + "Kitsu character filter[text] search.", + "Kitsu character search is noisy; first-token can rescue some full-name misses.", + "50-seed eval: raw hit 22/50; first_token rescued 2 raw misses.", + ("first_token",), + ), + ("character", "shikimori"): _TargetProfile( + "character", + "shikimori", + "Shikimori character search text accepted by the anonymous REST catalogue.", + "Raw character names were reliable in the eval; use cleanup only for punctuation or width issues.", + "50-seed eval: raw hit 47/50; no pure local rescue measured.", + (), + ), + ("person", "anilist"): _TargetProfile( + "person", + "anilist", + "AniList staff name search.", + "Raw staff names are the useful query; first-token was not a measured rescue for this source.", + "50-seed eval: raw hit 21/24; no pure local rescue measured.", + (), + ), + ("person", "jikan"): _TargetProfile( + "person", + "jikan", + "Jikan people search q parameter.", + "Try the lead token when a full person name contains ordering or punctuation that MyAnimeList misses.", + "50-seed eval: raw hit 18/24; first_token rescued 2 raw misses.", + ("first_token",), + ), + ("person", "kitsu"): _TargetProfile( + "person", + "kitsu", + "Kitsu people filter[text] search.", + "The measured Kitsu person cell returned no usable hits; keep only raw and cleanup variants.", + "50-seed eval: raw hit 0/24; no pure local rescue measured.", + (), + ), + ("person", "shikimori"): _TargetProfile( + "person", + "shikimori", + "Shikimori people search text accepted by the anonymous REST catalogue.", + "Raw is strong; first-token can help when a full person name misses.", + "50-seed eval: raw hit 23/24; first_token rescued 1 raw miss.", + ("first_token",), + ), + ("studio", "anilist"): _TargetProfile( + "studio", + "anilist", + "AniList studio name search.", + "Studio search did not benefit from query rewrites in the eval; use raw plus cleanup.", + "50-seed eval: raw hit 12/19; no pure local rescue measured.", + (), + allow_script_fallback=False, + ), + ("studio", "jikan"): _TargetProfile( + "studio", + "jikan", + "Jikan producer search q parameter.", + "Producer search was already exact for measured seeds; use raw plus cleanup.", + "50-seed eval: raw hit 19/19; no pure local rescue measured.", + (), + allow_script_fallback=False, + ), + ("studio", "kitsu"): _TargetProfile( + "studio", + "kitsu", + "Kitsu producers list filtered locally by animedex.", + "The backend route is a local filter over producer rows; rewrites did not improve measured recall.", + "50-seed eval: raw hit 8/19; no pure local rescue measured.", + (), + allow_script_fallback=False, + ), + ("studio", "shikimori"): _TargetProfile( + "studio", + "shikimori", + "Shikimori studios list filtered locally by animedex.", + "The local filter already handled measured studio seeds; use raw plus cleanup.", + "50-seed eval: raw hit 19/19; no pure local rescue measured.", + (), + allow_script_fallback=False, + ), + ("publisher", "shikimori"): _TargetProfile( + "publisher", + "shikimori", + "Shikimori publishers list filtered locally by animedex.", + "Publisher search was exact in the eval; do not fan out speculative rewrites unless cleanup changes the query.", + "50-seed eval: raw hit 50/50; no pure local rescue measured.", + (), + allow_script_fallback=False, + ), +} + +_RESCUE_NOTES: Dict[Tuple[str, str, str], str] = { + ("anime", "anilist", "first_token"): "anime/anilist: rescued 3 raw misses in the 50-seed eval.", + ("anime", "ann", "first_token"): "anime/ann: rescued 14 raw misses in the 50-seed eval.", + ("anime", "jikan", "first_token"): "anime/jikan: rescued 1 raw miss in the 50-seed eval.", + ("anime", "kitsu", "first_token"): "anime/kitsu: rescued 1 raw miss in the 50-seed eval.", + ("anime", "shikimori", "first_token"): "anime/shikimori: rescued 1 raw miss in the 50-seed eval.", + ( + "manga", + "anilist", + "strip_parenthetical", + ): "manga/anilist: targeted at annotation-suffixed titles such as edition labels.", + ("manga", "anilist", "strip_dash_suffix"): "manga/anilist: targeted at subtitle suffixes after '-' or ':'.", + ("manga", "anilist", "first_token"): "manga/anilist: rescued 13 raw misses in the 50-seed eval.", + ( + "manga", + "kitsu", + "strip_parenthetical", + ): "manga/kitsu: same annotation pattern as AniList, with weaker measured effect.", + ("manga", "kitsu", "first_token"): "manga/kitsu: rescued 3 raw misses in the 50-seed eval.", + ("manga", "mangadex", "first_token"): "manga/mangadex: rescued 1 raw miss in the 50-seed eval.", + ("manga", "shikimori", "first_token"): "manga/shikimori: rescued 3 raw misses in the 50-seed eval.", + ("character", "anilist", "first_token"): "character/anilist: rescued 2 raw misses in the 50-seed eval.", + ("character", "kitsu", "first_token"): "character/kitsu: rescued 2 raw misses in the 50-seed eval.", + ("person", "jikan", "first_token"): "person/jikan: rescued 2 raw misses in the 50-seed eval.", + ("person", "shikimori", "first_token"): "person/shikimori: rescued 1 raw miss in the 50-seed eval.", +} + +_GENERIC_NOTES = { + "raw": "baseline", + "nfkc": "accepted anywhere plain text search is accepted when input uses full-width forms.", + "jaconv_norm": "accepted anywhere Japanese plain text search is accepted when input mixes width forms.", + "kata2hira": "CJK fallback; useful only after raw/native-title search misses.", + "anyascii": "CJK Latin fallback; the eval did not find broad reliable rescue, so use late.", + "unidecode": "Alternative CJK Latin fallback; the eval did not find broad reliable rescue, so use late.", + "lowercase_strip_punct": "cleanup fallback for accidental punctuation and case noise.", +} + + +def _source_list(entity_type: Optional[str], source: Optional[str]) -> List[_TargetProfile]: + if entity_type is None: + if source is not None and source.strip(): + raise ApiError("--source requires --type so the backend allowlist is unambiguous", reason="bad-args") + return [_GENERIC_PROFILE] + + selected_type = validate_entity_type(entity_type) + available = list(backends_for_type(selected_type)) + if source is None or not source.strip(): + wanted = available + else: + wanted = [part.strip() for part in source.split(",") if part.strip()] + unknown = [name for name in wanted if name not in available] + if unknown: + raise ApiError( + f"unknown source(s): {', '.join(unknown)}; supported sources: {', '.join(available)}", + backend="enhance", + reason="bad-args", + ) + return [_TARGET_PROFILES[(selected_type, name)] for name in available if name in wanted] + + +def _variant_ids_for(profile: _TargetProfile, query: str) -> Tuple[str, ...]: + ordered = ["raw"] + ordered.extend(profile.variant_ids) + ordered.extend(_GENERIC_CLEANUP_IDS) + if profile.allow_script_fallback and looks_cjk(query): + ordered.extend(_CJK_FALLBACK_IDS) + seen = set() + out = [] + for variant_id in ordered: + if variant_id not in seen: + seen.add(variant_id) + out.append(variant_id) + return tuple(out) + + +def _notes_for(profile: _TargetProfile, variant_id: str) -> List[str]: + if variant_id == "raw": + return ["baseline"] + notes = [] + note = _RESCUE_NOTES.get((profile.entity_type or "", profile.source, variant_id)) + if note: + notes.append(note) + generic = _GENERIC_NOTES.get(variant_id) + if generic: + notes.append(generic) + return notes + + +def _target_for(profile: _TargetProfile, query: str, *, limit_per_source: Optional[int]) -> EnhanceTarget: + variants = build_variants(query) + suggestions: List[EnhanceSuggestion] = [] + for variant_id in _variant_ids_for(profile, query): + variant = variants.get(variant_id) + if variant is None: + continue + suggestions.append( + EnhanceSuggestion( + variant_id=variant.variant_id, + query=variant.query, + rationale=variant.rationale, + est_rescue_on=_notes_for(profile, variant_id), + ) + ) + if limit_per_source is not None and len(suggestions) >= limit_per_source: + break + return EnhanceTarget( + entity_type=profile.entity_type, + source=profile.source, + accepts=profile.accepts, + guidance=profile.guidance, + evidence=profile.evidence, + suggestions=suggestions, + ) + + +def suggest( + query: str, + *, + entity_type: Optional[str] = None, + source: Optional[str] = None, + limit_per_source: Optional[int] = None, +) -> EnhanceResult: + """Suggest backend-targeted query variants for ``query``. + + The function is pure and offline. It validates the requested + aggregate type/source pair, then emits a small ordered suggestion + group for each selected backend using the empirical profile for + that cell. + + :param query: Free-text search query. + :type query: str + :param entity_type: Optional aggregate type such as ``"anime"`` + or ``"manga"``. When omitted, only generic + cleanup advice is returned. + :type entity_type: str or None + :param source: Optional comma-separated backend allowlist. Requires + ``entity_type`` because backend support depends on + the selected aggregate type. + :type source: str or None + :param limit_per_source: Optional cap on suggestions per source, + including the raw baseline. + :type limit_per_source: int or None + :return: Structured enhance result. + :rtype: EnhanceResult + :raises ApiError: When the query is blank, the type/source pair is + invalid, or ``limit_per_source`` is less than 1. + """ + cleaned = " ".join(query.strip().split()) + if not cleaned: + raise ApiError("query must not be blank", backend="enhance", reason="bad-args") + if limit_per_source is not None and limit_per_source < 1: + raise ApiError("limit_per_source must be >= 1", backend="enhance", reason="bad-args") + profiles = _source_list(entity_type, source) + selected_type = validate_entity_type(entity_type) if entity_type is not None else None + targets = [_target_for(profile, cleaned, limit_per_source=limit_per_source) for profile in profiles] + return EnhanceResult(input=cleaned, entity_type=selected_type, source=source, targets=targets) + + +def selftest() -> bool: + """Smoke-test targeted enhance advice. + + Confirms the two highest-risk advice paths: manga annotation + stripping for AniList and CJK fallback generation for anime search. + The smoke stays entirely offline. + + :return: ``True`` on success. + :rtype: bool + """ + manga = suggest("Chainsaw Man (Official Colored)", entity_type="manga", source="anilist") + ids = [item.variant_id for item in manga.targets[0].suggestions] + assert ids[:2] == ["raw", "strip_parenthetical"] + cjk = suggest("葬送のフリーレン", entity_type="anime", source="jikan") + cjk_ids = {item.variant_id for item in cjk.targets[0].suggestions} + assert {"kata2hira", "anyascii", "unidecode"} <= cjk_ids + return True + + +__all__ = [ + "EnhanceResult", + "EnhanceSuggestion", + "EnhanceTarget", + "suggest", +] diff --git a/animedex/enhance/_heuristics.py b/animedex/enhance/_heuristics.py new file mode 100644 index 0000000..2c9a175 --- /dev/null +++ b/animedex/enhance/_heuristics.py @@ -0,0 +1,169 @@ +"""Pure search-query rewrite heuristics for :mod:`animedex.enhance`. + +The functions in this module do not know about backends. They build a +deduplicated variant map from one input string; the public +:func:`animedex.enhance.suggest` function later selects a source-specific +subset from that map. +""" + +from __future__ import annotations + +import re +import unicodedata +from dataclasses import dataclass +from typing import Dict, Optional + +import jaconv +from anyascii import anyascii +from unidecode import unidecode + + +@dataclass(frozen=True) +class QueryVariant: + """One deterministic rewrite of a search query. + + :ivar variant_id: Stable rewrite identifier. + :vartype variant_id: str + :ivar query: Rewritten query string. + :vartype query: str + :ivar rationale: Source-independent explanation of the rewrite. + :vartype rationale: str + """ + + variant_id: str + query: str + rationale: str + + +_CJK_RE = re.compile(r"[぀-ヿ㐀-鿿가-힯]") +_PAREN_OR_TILDE_SUFFIX = re.compile(r"\s*(?:\([^)]*\)|~[^~]*~|【[^】]*】|\[[^\]]*\])\s*$") +_DASH_OR_COLON_SUFFIX = re.compile(r"\s*[-–—:]\s*[^-–—:]+\s*$") +_TOKEN_BREAK_RE = re.compile(r"[\s　.,!?:;\"'\-_/()\[\]{}【】~]+") +_NON_WORD_RE = re.compile(r"[\W_]+", re.UNICODE) + + +def looks_cjk(value: Optional[str]) -> bool: + """Return whether ``value`` contains Japanese, Chinese, or Korean text. + + :param value: Query string to inspect. + :type value: str or None + :return: ``True`` when a CJK codepoint is present. + :rtype: bool + """ + return bool(value and _CJK_RE.search(value)) + + +def _clean_spaces(value: str) -> str: + return " ".join(value.strip().split()) + + +def _strip_parenthetical(value: str) -> str: + cleaned = value + while True: + new = _PAREN_OR_TILDE_SUFFIX.sub("", cleaned).strip() + if new == cleaned or not new: + break + cleaned = new + return cleaned or value + + +def _strip_dash_suffix(value: str) -> str: + new = _DASH_OR_COLON_SUFFIX.sub("", value).strip() + return new or value + + +def _lowercase_strip_punct(value: str) -> str: + return _clean_spaces(_NON_WORD_RE.sub(" ", value)).casefold() + + +def _first_token(value: str) -> str: + tokens = [token for token in _TOKEN_BREAK_RE.sub(" ", value).split() if token] + return tokens[0] if tokens else value + + +def _rationale(variant_id: str) -> str: + return { + "raw": "Original input, kept as the baseline query.", + "nfkc": "Unicode NFKC fold, useful for full-width digits and punctuation.", + "jaconv_norm": "Japanese-aware width and voiced-kana normalization via jaconv.", + "kata2hira": "Katakana-to-hiragana fold for indexes that normalize kana in one direction.", + "anyascii": "Best-effort Latin transliteration via anyascii; use as a last-resort alias probe.", + "unidecode": "Alternative Latin transliteration via unidecode; it segments CJK text differently.", + "strip_parenthetical": "Drops trailing edition, scanlation, or annotation text in brackets.", + "strip_dash_suffix": "Drops trailing dash or colon subtitles while keeping the lead title.", + "first_token": "Keeps the leading token for catalogues that penalize long annotated titles.", + "lowercase_strip_punct": "Case-folds and collapses punctuation for naive substring indexes.", + }[variant_id] + + +def build_variants(query: str) -> Dict[str, QueryVariant]: + """Build every distinct local rewrite for ``query``. + + The returned mapping is ordered by insertion order and keyed by + stable variant id. Duplicate output strings are suppressed so a + caller can layer source-specific filtering without emitting the + same query repeatedly. + + :param query: Raw input query. + :type query: str + :return: Ordered variant map keyed by variant id. + :rtype: dict[str, QueryVariant] + """ + raw = _clean_spaces(query) + out: Dict[str, QueryVariant] = {} + seen_values = set() + + def _push(variant_id: str, value: Optional[str]) -> None: + if value is None: + return + cleaned = _clean_spaces(value) + if not cleaned: + return + if variant_id != "raw" and cleaned == raw: + return + if cleaned in seen_values: + return + seen_values.add(cleaned) + out[variant_id] = QueryVariant(variant_id=variant_id, query=cleaned, rationale=_rationale(variant_id)) + + _push("raw", raw) + _push("nfkc", unicodedata.normalize("NFKC", raw)) + try: + _push("jaconv_norm", jaconv.normalize(raw)) + except Exception: + pass + _push("strip_parenthetical", _strip_parenthetical(raw)) + _push("strip_dash_suffix", _strip_dash_suffix(raw)) + _push("first_token", _first_token(raw)) + if looks_cjk(raw): + try: + _push("kata2hira", jaconv.kata2hira(raw)) + except Exception: + pass + _push("anyascii", anyascii(raw)) + _push("unidecode", unidecode(raw)) + _push("lowercase_strip_punct", _lowercase_strip_punct(raw)) + return out + + +def selftest() -> bool: + """Smoke-test the local rewrite rules. + + Confirms annotation stripping, first-token extraction, and CJK + fallback generation without touching any upstream service. + + :return: ``True`` on success. + :rtype: bool + """ + variants = build_variants("Chainsaw Man (Official Colored)") + assert variants["raw"].query == "Chainsaw Man (Official Colored)" + assert variants["strip_parenthetical"].query == "Chainsaw Man" + assert variants["first_token"].query == "Chainsaw" + cjk = build_variants("葬送のフリーレン") + assert "kata2hira" in cjk + assert "anyascii" in cjk + assert "unidecode" in cjk + return True + + +__all__ = ["QueryVariant", "build_variants", "looks_cjk"] diff --git a/animedex/enhance/models.py b/animedex/enhance/models.py new file mode 100644 index 0000000..f0b4663 --- /dev/null +++ b/animedex/enhance/models.py @@ -0,0 +1,124 @@ +"""Structured models for search-query enhancement advice. + +The enhance layer is local and deterministic: it describes candidate +query strings that a caller may pass to search commands later. The +models live in their own module so renderers, CLI bindings, tests, and +library callers share one stable schema. +""" + +from __future__ import annotations + +from typing import List, Optional + +from pydantic import Field + +from animedex.models.common import AnimedexModel + + +class EnhanceSuggestion(AnimedexModel): + """One concrete query rewrite for one target source. + + :ivar variant_id: Stable identifier for the rewrite rule. + :vartype variant_id: str + :ivar query: Query string produced by the rewrite rule. + :vartype query: str + :ivar rationale: Human-readable reason this variant is worth trying. + :vartype rationale: str + :ivar est_rescue_on: Empirical cells where this variant rescued a + search miss, or an informational note for + purely syntactic cleanup variants. + :vartype est_rescue_on: list[str] + """ + + variant_id: str + query: str + rationale: str + est_rescue_on: List[str] = Field(default_factory=list) + + +class EnhanceTarget(AnimedexModel): + """Backend-specific advice for a query and entity type. + + :ivar entity_type: Aggregate entity type the advice targets, or + ``None`` for source-independent generic advice. + :vartype entity_type: str or None + :ivar source: Backend identifier, such as ``"anilist"``. + :vartype source: str + :ivar accepts: Short description of what this backend search field + accepts for the selected type. + :vartype accepts: str + :ivar guidance: Backend-specific strategy distilled from the + empirical search-eval run. + :vartype guidance: str + :ivar evidence: Compact empirical summary for the selected cell. + :vartype evidence: str + :ivar suggestions: Ordered rewrite suggestions for this target. + :vartype suggestions: list[EnhanceSuggestion] + """ + + entity_type: Optional[str] = None + source: str + accepts: str + guidance: str + evidence: str + suggestions: List[EnhanceSuggestion] = Field(default_factory=list) + + +class EnhanceResult(AnimedexModel): + """Top-level result returned by :func:`animedex.enhance.suggest`. + + :ivar input: Original user-supplied query string. + :vartype input: str + :ivar entity_type: Requested aggregate type, or ``None`` when the + result is source-independent. + :vartype entity_type: str or None + :ivar source: Requested source allowlist, or ``None`` when all + relevant sources are represented. + :vartype source: str or None + :ivar targets: Source-specific suggestion groups. + :vartype targets: list[EnhanceTarget] + """ + + input: str + entity_type: Optional[str] = None + source: Optional[str] = None + targets: List[EnhanceTarget] = Field(default_factory=list) + + +def selftest() -> bool: + """Smoke-test the enhance model schema. + + Instantiates the nested result shape and verifies pydantic can + serialise the suggestion list without losing the empirical fields. + + :return: ``True`` on success. + :rtype: bool + """ + result = EnhanceResult( + input="Frieren", + entity_type="anime", + source="anilist", + targets=[ + EnhanceTarget( + entity_type="anime", + source="anilist", + accepts="plain title text", + guidance="try raw first", + evidence="smoke", + suggestions=[ + EnhanceSuggestion( + variant_id="raw", + query="Frieren", + rationale="Original input.", + est_rescue_on=["baseline"], + ) + ], + ) + ], + ) + dumped = result.model_dump(mode="json") + assert dumped["targets"][0]["suggestions"][0]["variant_id"] == "raw" + return True + + +__all__ = ["EnhanceResult", "EnhanceSuggestion", "EnhanceTarget"] diff --git a/animedex/entry/cli.py b/animedex/entry/cli.py index 0b8b0eb..97d0ad5 100644 --- a/animedex/entry/cli.py +++ b/animedex/entry/cli.py @@ -112,6 +112,7 @@ def cli() -> None: from animedex.entry.anilist import anilist_group as _anilist_group # noqa: E402 from animedex.entry.ann import ann_group as _ann_group # noqa: E402 from animedex.entry.danbooru import danbooru_group as _danbooru_group # noqa: E402 +from animedex.entry.enhance import enhance_command as _enhance_command # noqa: E402 from animedex.entry.ghibli import ghibli_group as _ghibli_group # noqa: E402 from animedex.entry.jikan import jikan_group as _jikan_group # noqa: E402 from animedex.entry.kitsu import kitsu_group as _kitsu_group # noqa: E402 @@ -128,6 +129,7 @@ def cli() -> None: cli.add_command(_anilist_group) cli.add_command(_ann_group) cli.add_command(_danbooru_group) +cli.add_command(_enhance_command) cli.add_command(_ghibli_group) cli.add_command(_jikan_group) cli.add_command(_kitsu_group) @@ -172,7 +174,7 @@ def status_command() -> None: """ click.echo(f"{__TITLE__} v{__VERSION__}") click.echo( - "Wired groups: search, show, season, schedule, anilist, ann, danbooru, ghibli, jikan, kitsu, mangadex, nekos, quote, shikimori, trace, waifu, api (raw passthrough)." + "Wired groups: search, show, enhance, season, schedule, anilist, ann, danbooru, ghibli, jikan, kitsu, mangadex, nekos, quote, shikimori, trace, waifu, api (raw passthrough)." ) click.echo("Run 'animedex --help' for the full command tree.") diff --git a/animedex/entry/enhance.py b/animedex/entry/enhance.py new file mode 100644 index 0000000..e21c7ab --- /dev/null +++ b/animedex/entry/enhance.py @@ -0,0 +1,67 @@ +"""``animedex enhance`` query-advice command.""" + +from __future__ import annotations + +import click + +from animedex.agg._type_routes import ENTITY_TYPES +from animedex.enhance import suggest +from animedex.entry._cli_factory import emit +from animedex.models.common import ApiError + + +@click.command(name="enhance") +@click.argument("query", metavar="QUERY") +@click.option("--type", "entity_type", type=click.Choice(ENTITY_TYPES), default=None, help="Entity type to target.") +@click.option("--source", default=None, help="Comma-separated source allowlist for the selected type.") +@click.option( + "--limit-per-source", + type=int, + default=None, + help="Cap suggestions per source, including the raw baseline.", +) +@click.option("--jq", "jq_expr", default=None, help="Filter JSON output through jq. Forces JSON mode.") +@click.option("--json", "json_flag", is_flag=True, default=False, help="Always emit JSON.") +def enhance_command(query, entity_type, source, limit_per_source, jq_expr, json_flag) -> None: + """Suggest source-targeted search-query rewrites. + + The command is local and stateless. It does not call upstream + services, does not inspect fixtures, and does not run search for + you. It returns a small set of source-specific query variants so a + human or agent can decide which follow-up ``animedex search`` calls + to run. + + Use --type to get measured per-backend advice. Use --source with a + comma-separated allowlist to focus on one backend or a small set of + backends for that type. Without --type, the command emits only + generic cleanup advice. + + \b + Examples: + animedex enhance "Frieren" + animedex enhance "Chainsaw Man (Official Colored)" --type manga --source anilist --json + animedex enhance "葬送のフリーレン" --type anime --source jikan + animedex enhance "Bungou Stray Dogs 5th Season" --type anime --limit-per-source 2 + \f + + Backend: animedex (local; this command does not contact any upstream). + + Rate limit: not applicable (local-only). + + --- LLM Agent Guidance --- + Use this before broad aggregate searches when the user's query may + contain edition labels, subtitles, punctuation noise, or CJK text. + Prefer `--type` and, when you already know the target backend, + `--source` so the output stays source-specific. The command only + suggests variants; it never executes search and never filters the + user's original query. + --- End --- + """ + try: + result = suggest(query, entity_type=entity_type, source=source, limit_per_source=limit_per_source) + except ApiError as exc: + raise click.ClickException(str(exc)) from exc + emit(result, json_flag=json_flag, jq_expr=jq_expr, no_source=True) + + +__all__ = ["enhance_command"] diff --git a/animedex/render/tty.py b/animedex/render/tty.py index 512dcdf..c75d1ab 100644 --- a/animedex/render/tty.py +++ b/animedex/render/tty.py @@ -15,6 +15,7 @@ from datetime import date, datetime, time, timedelta from typing import Any, Optional +from animedex.enhance.models import EnhanceResult from animedex.models.anime import AiringScheduleRow, Anime from animedex.models.aggregate import AggregateResult, MergedAnime, ScheduleCalendarResult from animedex.models.character import Character, Staff, Studio @@ -993,6 +994,29 @@ def _format_search_aggregate_tty(result: AggregateResult) -> str: return out.getvalue() +def _format_enhance_result_tty(result: EnhanceResult) -> str: + out = io.StringIO() + bits = [] + if result.entity_type: + bits.append(f"type={result.entity_type}") + if result.source: + bits.append(f"source={result.source}") + suffix = f" ({', '.join(bits)})" if bits else "" + print(f"Enhance suggestions for {result.input!r}{suffix}", file=out) + for target in result.targets: + label = f"{target.entity_type}/{target.source}" if target.entity_type else target.source + print(f" {label}", file=out) + print(f" Accepts: {target.accepts}", file=out) + print(f" Strategy: {target.guidance}", file=out) + print(f" Evidence: {target.evidence}", file=out) + for suggestion in target.suggestions: + print(f" - {suggestion.variant_id}: {suggestion.query!r}", file=out) + print(f" Why: {suggestion.rationale}", file=out) + if suggestion.est_rescue_on: + print(f" Seen: {suggestion.est_rescue_on[0]}", file=out) + return out.getvalue() + + def render_tty(model: AnimedexModel, *, stream: Any = None) -> str: """Render a model into the human-friendly TTY form. @@ -1012,6 +1036,8 @@ def render_tty(model: AnimedexModel, *, stream: Any = None) -> str: """ if isinstance(model, ScheduleCalendarResult): return _format_schedule_calendar_tty(model, stream=stream) + if isinstance(model, EnhanceResult): + return _format_enhance_result_tty(model) if isinstance(model, AggregateResult): if not model.items: return "" diff --git a/docs/source/api_doc/enhance/_heuristics.rst b/docs/source/api_doc/enhance/_heuristics.rst new file mode 100644 index 0000000..4dcf2ae --- /dev/null +++ b/docs/source/api_doc/enhance/_heuristics.rst @@ -0,0 +1,37 @@ +animedex.enhance.\_heuristics +======================================================== + +.. currentmodule:: animedex.enhance._heuristics + +.. automodule:: animedex.enhance._heuristics + + +\_\_all\_\_ +----------------------------------------------------- + +.. autodata:: __all__ + + +QueryVariant +----------------------------------------------------- + +.. autoclass:: QueryVariant + :members: variant_id,query,rationale + + +looks\_cjk +----------------------------------------------------- + +.. autofunction:: looks_cjk + + +build\_variants +----------------------------------------------------- + +.. autofunction:: build_variants + + +selftest +----------------------------------------------------- + +.. autofunction:: selftest diff --git a/docs/source/api_doc/enhance/index.rst b/docs/source/api_doc/enhance/index.rst new file mode 100644 index 0000000..8e6d40b --- /dev/null +++ b/docs/source/api_doc/enhance/index.rst @@ -0,0 +1,30 @@ +animedex.enhance +======================================================== + +.. currentmodule:: animedex.enhance + +.. automodule:: animedex.enhance + + +.. toctree:: + :maxdepth: 3 + + _heuristics + models + +\_\_all\_\_ +----------------------------------------------------- + +.. autodata:: __all__ + + +suggest +----------------------------------------------------- + +.. autofunction:: suggest + + +selftest +----------------------------------------------------- + +.. autofunction:: selftest diff --git a/docs/source/api_doc/enhance/models.rst b/docs/source/api_doc/enhance/models.rst new file mode 100644 index 0000000..5751016 --- /dev/null +++ b/docs/source/api_doc/enhance/models.rst @@ -0,0 +1,39 @@ +animedex.enhance.models +======================================================== + +.. currentmodule:: animedex.enhance.models + +.. automodule:: animedex.enhance.models + + +\_\_all\_\_ +----------------------------------------------------- + +.. autodata:: __all__ + + +EnhanceSuggestion +----------------------------------------------------- + +.. autoclass:: EnhanceSuggestion + :members: variant_id,query,rationale,est_rescue_on + + +EnhanceTarget +----------------------------------------------------- + +.. autoclass:: EnhanceTarget + :members: entity_type,source,accepts,guidance,evidence,suggestions + + +EnhanceResult +----------------------------------------------------- + +.. autoclass:: EnhanceResult + :members: input,entity_type,source,targets + + +selftest +----------------------------------------------------- + +.. autofunction:: selftest diff --git a/docs/source/api_doc/entry/enhance.rst b/docs/source/api_doc/entry/enhance.rst new file mode 100644 index 0000000..535536f --- /dev/null +++ b/docs/source/api_doc/entry/enhance.rst @@ -0,0 +1,18 @@ +animedex.entry.enhance +======================================================== + +.. currentmodule:: animedex.entry.enhance + +.. automodule:: animedex.entry.enhance + + +\_\_all\_\_ +----------------------------------------------------- + +.. autodata:: __all__ + + +enhance\_command +----------------------------------------------------- + +.. autofunction:: enhance_command diff --git a/docs/source/api_doc/entry/index.rst b/docs/source/api_doc/entry/index.rst index 06290d5..600769d 100644 --- a/docs/source/api_doc/entry/index.rst +++ b/docs/source/api_doc/entry/index.rst @@ -10,11 +10,13 @@ animedex.entry :maxdepth: 3 _cli_factory + aggregate anilist ann api/index cli danbooru + enhance ghibli jikan kitsu diff --git a/docs/source/api_doc/index.rst b/docs/source/api_doc/index.rst index d5001ca..0ce6be2 100644 --- a/docs/source/api_doc/index.rst +++ b/docs/source/api_doc/index.rst @@ -17,12 +17,14 @@ API Reference config/index data/index diag/index + enhance/index entry/index mcp/index models/index policy/index render/index transport/index + utils/index \_\_all\_\_ ----------------------------------------------------- diff --git a/test/enhance/__init__.py b/test/enhance/__init__.py new file mode 100644 index 0000000..95c181b --- /dev/null +++ b/test/enhance/__init__.py @@ -0,0 +1 @@ +"""Tests for :mod:`animedex.enhance`.""" diff --git a/test/enhance/test_suggest.py b/test/enhance/test_suggest.py new file mode 100644 index 0000000..f8b8aa8 --- /dev/null +++ b/test/enhance/test_suggest.py @@ -0,0 +1,82 @@ +"""Unit tests for backend-targeted enhance suggestions.""" + +from __future__ import annotations + +import pytest + +from animedex.models.common import ApiError + + +pytestmark = pytest.mark.unittest + + +class TestSuggest: + def test_manga_anilist_targets_annotation_cleanup(self): + from animedex.enhance import suggest + + result = suggest("Chainsaw Man (Official Colored)", entity_type="manga", source="anilist") + + assert result.input == "Chainsaw Man (Official Colored)" + assert len(result.targets) == 1 + target = result.targets[0] + assert target.entity_type == "manga" + assert target.source == "anilist" + variants = {item.variant_id: item.query for item in target.suggestions} + assert variants["raw"] == "Chainsaw Man (Official Colored)" + assert variants["strip_parenthetical"] == "Chainsaw Man" + assert variants["first_token"] == "Chainsaw" + assert variants["lowercase_strip_punct"] == "chainsaw man official colored" + assert "manga/anilist" in target.suggestions[1].est_rescue_on[0] + + def test_type_without_source_returns_each_backend_profile(self): + from animedex.enhance import suggest + + result = suggest("Bungou Stray Dogs 5th Season", entity_type="anime") + + assert [target.source for target in result.targets] == ["anilist", "ann", "jikan", "kitsu", "shikimori"] + ann = next(target for target in result.targets if target.source == "ann") + assert any(item.variant_id == "first_token" for item in ann.suggestions) + assert "ANN encyclopedia" in ann.accepts + + def test_cjk_query_emits_script_fallbacks_for_target_source(self): + from animedex.enhance import suggest + + result = suggest("葬送のフリーレン", entity_type="anime", source="jikan") + + variants = {item.variant_id for item in result.targets[0].suggestions} + assert {"raw", "kata2hira", "anyascii", "unidecode"} <= variants + + def test_generic_without_type_is_not_backend_fanout(self): + from animedex.enhance import suggest + + result = suggest("Frieren") + + assert result.entity_type is None + assert [target.source for target in result.targets] == ["generic"] + variants = [item.variant_id for item in result.targets[0].suggestions] + assert variants == ["raw", "lowercase_strip_punct"] + + def test_limit_per_source_caps_suggestions_including_raw(self): + from animedex.enhance import suggest + + result = suggest("Chainsaw Man (Official Colored)", entity_type="manga", source="anilist", limit_per_source=2) + + assert [item.variant_id for item in result.targets[0].suggestions] == ["raw", "strip_parenthetical"] + + def test_source_requires_type(self): + from animedex.enhance import suggest + + with pytest.raises(ApiError, match="--source requires --type"): + suggest("Frieren", source="anilist") + + def test_unknown_source_names_supported_backends(self): + from animedex.enhance import suggest + + with pytest.raises(ApiError, match="supported sources: anilist, ann, jikan, kitsu, shikimori"): + suggest("Frieren", entity_type="anime", source="mangadex") + + def test_blank_query_fails(self): + from animedex.enhance import suggest + + with pytest.raises(ApiError, match="query must not be blank"): + suggest(" ", entity_type="anime") diff --git a/test/entry/test_enhance.py b/test/entry/test_enhance.py new file mode 100644 index 0000000..5e94f29 --- /dev/null +++ b/test/entry/test_enhance.py @@ -0,0 +1,105 @@ +"""CLI tests for the top-level ``animedex enhance`` command.""" + +from __future__ import annotations + +import json + +import pytest +import responses + + +pytestmark = pytest.mark.unittest + + +@pytest.fixture +def cli_runner(): + import inspect + + from click.testing import CliRunner + + if "mix_stderr" in inspect.signature(CliRunner).parameters: + return CliRunner(mix_stderr=False) + return CliRunner() + + +@pytest.fixture +def cli(): + from animedex.entry import animedex_cli + + return animedex_cli + + +@pytest.fixture +def force_tty(monkeypatch): + import click.testing + + monkeypatch.setattr(click.testing._NamedTextIOWrapper, "isatty", lambda self: True, raising=False) + + +class TestEnhanceCli: + def test_help_lists_examples_and_hides_policy_blocks(self, cli_runner, cli): + result = cli_runner.invoke(cli, ["enhance", "--help"]) + + assert result.exit_code == 0, result.output + assert "Suggest source-targeted search-query rewrites." in result.output + assert 'animedex enhance "Frieren"' in result.output + assert "Backend:" not in result.output + assert "--- LLM Agent Guidance ---" not in result.output + + def test_json_output_is_targeted_by_source(self, cli_runner, cli): + with responses.RequestsMock(assert_all_requests_are_fired=False) as rsps: + result = cli_runner.invoke( + cli, + [ + "enhance", + "Chainsaw Man (Official Colored)", + "--type", + "manga", + "--source", + "anilist", + "--json", + ], + ) + + assert result.exit_code == 0, result.output + assert len(rsps.calls) == 0 + decoded = json.loads(result.output) + assert decoded["input"] == "Chainsaw Man (Official Colored)" + assert decoded["entity_type"] == "manga" + assert [target["source"] for target in decoded["targets"]] == ["anilist"] + variants = {item["variant_id"]: item["query"] for item in decoded["targets"][0]["suggestions"]} + assert variants["strip_parenthetical"] == "Chainsaw Man" + assert variants["first_token"] == "Chainsaw" + assert "_meta" not in decoded + + def test_default_tty_output_is_not_json(self, cli_runner, cli, force_tty): + result = cli_runner.invoke( + cli, + ["enhance", "Bungou Stray Dogs 5th Season", "--type", "anime", "--source", "ann"], + ) + + assert result.exit_code == 0, result.output + assert result.output.startswith("Enhance suggestions for") + assert "anime/ann" in result.output + assert "first_token" in result.output + assert "ANN encyclopedia title substring search." in result.output + assert not result.output.lstrip().startswith("{") + + def test_non_tty_auto_switches_to_json(self, cli_runner, cli): + result = cli_runner.invoke(cli, ["enhance", "Frieren"]) + + assert result.exit_code == 0, result.output + decoded = json.loads(result.output) + assert decoded["targets"][0]["source"] == "generic" + + def test_jq_filter_forces_json(self, cli_runner, cli): + result = cli_runner.invoke(cli, ["enhance", "Frieren", "--jq", ".targets[0].suggestions[1].query"]) + + assert result.exit_code == 0, result.output + assert result.output.strip() == '"frieren"' + + def test_source_error_is_clean_click_exception(self, cli_runner, cli): + result = cli_runner.invoke(cli, ["enhance", "Frieren", "--source", "anilist"]) + + assert result.exit_code != 0 + assert "--source requires --type" in result.output diff --git a/test/tools/test_generate_spec.py b/test/tools/test_generate_spec.py index 8110278..26a62a4 100644 --- a/test/tools/test_generate_spec.py +++ b/test/tools/test_generate_spec.py @@ -7,11 +7,25 @@ pytestmark = pytest.mark.unittest -def test_transliterator_runtime_tables_are_collected_for_freezing(): +def test_runtime_helper_packages_are_collected_for_freezing(): from tools import generate_spec assert "anyascii._data" in generate_spec.HIDDEN_IMPORTS assert "unidecode" in generate_spec.HIDDEN_IMPORTS assert "unidecode.util" in generate_spec.HIDDEN_IMPORTS + assert "jaraco" in generate_spec.HIDDEN_IMPORTS + assert "jaraco.context" in generate_spec.HIDDEN_IMPORTS + assert "jaraco.functools" in generate_spec.HIDDEN_IMPORTS assert "anyascii" in generate_spec.PACKAGE_DATAS assert "unidecode" in generate_spec.PACKAGE_DATAS + assert "jaraco" in generate_spec.PACKAGE_DATAS + + +def test_spec_collects_real_jaraco_namespace_for_keyring(): + from tools import generate_spec + + content, _ = generate_spec.generate_spec() + + assert "def _use_standalone_jaraco" in content + assert "_jaraco_hidden = collect_submodules('jaraco')" in content + assert "+ _animedex_hidden + _jaraco_hidden" in content diff --git a/tools/generate_spec.py b/tools/generate_spec.py index 749dc53..b4d72ba 100644 --- a/tools/generate_spec.py +++ b/tools/generate_spec.py @@ -102,6 +102,11 @@ # depend on PyInstaller's current collection heuristics. "unidecode", "unidecode.util", + # ``keyring`` imports these at runtime, and PyInstaller's setuptools + # vendor hook can otherwise treat the jaraco namespace as already handled. + "jaraco", + "jaraco.context", + "jaraco.functools", ] PACKAGE_DATAS = [ @@ -112,6 +117,9 @@ # Required by ``unidecode.unidecode`` after freezing; the package's # transliteration tables are loaded lazily by code-point block. "unidecode", + # Required by ``keyring`` after freezing. The package is a PEP 420 + # namespace package, so keep its data collection explicit. + "jaraco", # Required by ``zoneinfo.ZoneInfo`` on platforms that do not ship an # IANA timezone database, most notably Windows. "tzdata", @@ -149,12 +157,36 @@ def collect_datas() -> list: # any change here will be overwritten on the next `make build`. from PyInstaller.utils.hooks import collect_data_files, collect_submodules +from PyInstaller.utils.hooks import setuptools as _pyi_setuptools_hooks + +# PyInstaller 6.20 with setuptools 82 may report duplicate aliases for +# setuptools-vendored namespace packages such as jaraco. The module graph +# rejects duplicate alias registration, so deduplicate at the generator edge. +_orig_get_vendored_aliases = _pyi_setuptools_hooks.SetuptoolsInfo.get_vendored_aliases +_orig_is_vendored = _pyi_setuptools_hooks.SetuptoolsInfo.is_vendored + +def _use_standalone_jaraco(self, module_name): + if module_name == "jaraco" or module_name.startswith("jaraco."): + return False + return _orig_is_vendored(self, module_name) + +def _dedup_get_vendored_aliases(self, module_name): + _seen = set() + for _pair in _orig_get_vendored_aliases(self, module_name): + if _pair in _seen: + continue + _seen.add(_pair) + yield _pair + +_pyi_setuptools_hooks.SetuptoolsInfo.is_vendored = _use_standalone_jaraco +_pyi_setuptools_hooks.SetuptoolsInfo.get_vendored_aliases = _dedup_get_vendored_aliases # Walk the animedex package and pick up every importable submodule. # This is necessary because animedex/diag/selftest.py uses # importlib.import_module() to smoke-test the substrate, and the # static analyser cannot follow dynamic imports. _animedex_hidden = collect_submodules('animedex') +_jaraco_hidden = collect_submodules('jaraco') _package_datas = [] for _package in {package_datas!r}: _package_datas += collect_data_files(_package) @@ -164,7 +196,7 @@ def collect_datas() -> list: pathex=[], binaries=[], datas={datas!r} + _package_datas, - hiddenimports={hidden!r} + _animedex_hidden, + hiddenimports={hidden!r} + _animedex_hidden + _jaraco_hidden, hookspath=[], hooksconfig={{}}, runtime_hooks=[], From 5981457dcc803f157ef19b52593f3b6cbef408f9 Mon Sep 17 00:00:00 2001 From: narugo1992 Date: Tue, 19 May 2026 11:29:25 +0800 Subject: [PATCH 2/8] dev(narugo1992): add enhance demo and ci coverage --- animedex/enhance/_heuristics.py | 4 +- docs/source/_static/gifs/README.md | 2 + docs/source/_static/gifs/enhance.gif | Bin 0 -> 403782 bytes docs/source/_static/gifs/enhance.tape | 44 ++++++++++++++ test/enhance/test_suggest.py | 83 ++++++++++++++++++++++++++ test/entry/test_enhance.py | 5 +- 6 files changed, 134 insertions(+), 4 deletions(-) create mode 100644 docs/source/_static/gifs/enhance.gif create mode 100644 docs/source/_static/gifs/enhance.tape diff --git a/animedex/enhance/_heuristics.py b/animedex/enhance/_heuristics.py index 2c9a175..4f4d763 100644 --- a/animedex/enhance/_heuristics.py +++ b/animedex/enhance/_heuristics.py @@ -113,9 +113,7 @@ def build_variants(query: str) -> Dict[str, QueryVariant]: out: Dict[str, QueryVariant] = {} seen_values = set() - def _push(variant_id: str, value: Optional[str]) -> None: - if value is None: - return + def _push(variant_id: str, value: str) -> None: cleaned = _clean_spaces(value) if not cleaned: return diff --git a/docs/source/_static/gifs/README.md b/docs/source/_static/gifs/README.md index 53a5d81..1780e62 100644 --- a/docs/source/_static/gifs/README.md +++ b/docs/source/_static/gifs/README.md @@ -24,6 +24,7 @@ source tapes so future contributors can regenerate them. | `shikimori.gif` | `docs/source/tutorials/backends/shikimori.rst` header | `shikimori.tape` | | `search_show.gif` | `docs/source/tutorials/search_show.rst` header | `search_show.tape` | | `aggregate.gif` | `docs/source/tutorials/aggregate.rst` header | `aggregate.tape` | +| `enhance.gif` | PR demo for `animedex enhance` | `enhance.tape` | ## Regenerating @@ -51,6 +52,7 @@ vhs nekos.tape # produces nekos.gif vhs shikimori.tape # produces shikimori.gif vhs search_show.tape # produces search_show.gif vhs aggregate.tape # produces aggregate.gif +vhs enhance.tape # produces enhance.gif ``` vhs is available as a single-file binary at diff --git a/docs/source/_static/gifs/enhance.gif b/docs/source/_static/gifs/enhance.gif new file mode 100644 index 0000000000000000000000000000000000000000..33c055b04583c77ed3b131d28d7067480937de93 GIT binary patch literal 403782 zcmeFYXHe7o*7i>)^w2|32)*|%B|r#Os!|kbA|TSc(gO*-LqL$;i}WT+l@8Jb1XP-c zG%0QcL3qO6=j`pd=Q;nm-~XQ(m|=!jziU>x)@QA+mNr~Y-qwad4DZL4I4%wjE-nC< 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z77lUuQaz*Xm$Dl-tX|aL^t4L!knDLA^;#(@cxK_mky(rN;J(B!^BBK7;C|`+X$H0v>cV|b zHEo-GVw!PAaA_6o?8eh|`AHi-sL6LW&Q+6lF!M<_MD)^rPzz68ztkkV)ApC4p-0|S zGr@C4I=o@;8=)*mQYCf~UoLZ+q^ZNpFCdL>_w88g$f zd*8H#?V+2La`2}nFYKjSLG7ic*NrzDq~ zyX7wV54_W}{f^1^ZZ{P*fB9HJo1b?g3;>;~TNmUZ1*PqLY2~|qGWitc$qjZuy!EEL zuAi>1ytKz>$AcjY4(s>oIg1N96L}r;Yn{mVn?t{qjHBFMn76AMyTc z#r}^<@!$UOzpM0*M*jy^tbhBQ|94*ayZZlV^nb5L|84L5UA}+B`~N@j{=aC8e^mV+ zSM@&{{onf2=iln*|BDNMx5Ymi{f}$(-xmDuD*dy-{=24 jq>=1.11 anyascii>=0.3.3 jaconv>=0.5.0 +opencc-python-reimplemented>=0.1.7 +romkan>=0.2.1 unidecode>=1.4.0 tzdata>=2025.2 diff --git a/test/enhance/test_suggest.py b/test/enhance/test_suggest.py index 8724ffb..941df32 100644 --- a/test/enhance/test_suggest.py +++ b/test/enhance/test_suggest.py @@ -38,13 +38,80 @@ def test_type_without_source_returns_each_backend_profile(self): assert any(item.variant_id == "first_token" for item in ann.suggestions) assert "ANN encyclopedia" in ann.accepts - def test_cjk_query_emits_script_fallbacks_for_target_source(self): + def test_japanese_query_suppresses_generic_latin_fallbacks(self): from animedex.enhance import suggest result = suggest("葬送のフリーレン", entity_type="anime", source="jikan") variants = {item.variant_id for item in result.targets[0].suggestions} - assert {"raw", "kata2hira", "anyascii", "unidecode"} <= variants + queries = {item.query for item in result.targets[0].suggestions} + assert variants == {"raw"} + assert "han_latin" not in variants + assert "unidecode" not in variants + assert "ZangSongnofuriren" not in queries + assert "Zang Song nohuri-ren" not in queries + + def test_ann_does_not_invent_cross_language_aliases_for_cjk_anime(self): + from animedex.enhance import suggest + + result = suggest("葬送のフリーレン", entity_type="anime", source="ann") + + variants = {item.variant_id: item.query for item in result.targets[0].suggestions} + assert variants == {"raw": "葬送のフリーレン"} + + def test_korean_input_is_not_padded_with_unproven_backend_suggestions(self): + from animedex.enhance import suggest + + result = suggest("장송의 프리렌", entity_type="anime") + by_source = { + target.source: {item.variant_id: item.query for item in target.suggestions} for target in result.targets + } + + assert by_source["ann"] == {"raw": "장송의 프리렌"} + assert by_source["jikan"] == {"raw": "장송의 프리렌"} + + def test_chinese_input_gets_simplified_traditional_folds_for_cjk_capable_backends(self): + from animedex.enhance import suggest + + result = suggest("葬送的芙莉莲", entity_type="anime") + by_source = { + target.source: {item.variant_id: item.query for item in target.suggestions} for target in result.targets + } + + assert by_source["ann"] == {"raw": "葬送的芙莉莲"} + assert by_source["jikan"] == { + "raw": "葬送的芙莉莲", + "zh_traditional": "葬送的芙莉蓮", + } + assert by_source["anilist"] == by_source["jikan"] + + def test_romanized_japanese_gets_katakana_for_cjk_capable_backends(self): + from animedex.enhance import suggest + + result = suggest("kimetsu no yaiba", entity_type="anime") + by_source = { + target.source: {item.variant_id: item.query for item in target.suggestions} for target in result.targets + } + + assert by_source["jikan"]["romaji_to_katakana"] == "キメツ ノ ヤイバ" + assert "romaji_to_katakana" not in by_source["ann"] + + def test_kana_only_japanese_gets_directional_kana_folds(self): + from animedex.enhance import suggest + + result = suggest("ぼっち・ざ・ろっく！", entity_type="anime", source="jikan") + + variants = {item.variant_id: item.query for item in result.targets[0].suggestions} + assert variants["raw"] == "ぼっち・ざ・ろっく！" + assert variants["hira2kata"] == "ボッチ・ザ・ロック！" + + def test_low_confidence_romanized_japanese_is_not_forced(self): + from animedex.enhance import suggest + + result = suggest("Frieren", entity_type="anime", source="jikan") + + variants = {item.variant_id: item.query for item in result.targets[0].suggestions} + assert variants == {"raw": "Frieren", "lowercase_strip_punct": "frieren"} def test_generic_without_type_is_not_backend_fanout(self): from animedex.enhance import suggest @@ -140,7 +207,7 @@ def fail_normalize(value): assert variants["nfkc"].query == "Frieren" assert "jaconv_norm" not in variants - def test_kata2hira_failure_is_ignored(self, monkeypatch): + def test_kata2hira_failure_is_ignored_for_japanese_query(self, monkeypatch): from animedex.enhance import _heuristics def fail_kata2hira(value): @@ -152,9 +219,53 @@ def fail_kata2hira(value): assert variants["raw"].query == "葬送のフリーレン" assert "kata2hira" not in variants - assert "anyascii" in variants + assert "anyascii" not in variants + assert "unidecode" not in variants + + def test_han_only_query_keeps_latin_fallbacks(self): + from animedex.enhance._heuristics import build_variants + + variants = build_variants("東京") + + assert "han_latin" in variants assert "unidecode" in variants + def test_chinese_script_folds_are_general_opencc_conversions(self): + from animedex.enhance._heuristics import build_variants + + variants = build_variants("葬送的芙莉莲") + + assert variants["zh_traditional"].query == "葬送的芙莉蓮" + + def test_romaji_to_katakana_requires_complete_conversion(self): + from animedex.enhance._heuristics import build_variants + + assert build_variants("kimetsu no yaiba")["romaji_to_katakana"].query == "キメツ ノ ヤイバ" + assert "romaji_to_katakana" not in build_variants("Frieren") + assert "romaji_to_katakana" not in build_variants("sousou no frieren") + assert "romaji_to_katakana" not in build_variants("kimetsu@yaiba") + + def test_opencc_failure_is_ignored_for_han_query(self, monkeypatch): + from animedex.enhance import _heuristics + + def fail_opencc(conversion, value): + raise RuntimeError(f"{conversion}:{value}") + + monkeypatch.setattr(_heuristics, "_opencc_convert", fail_opencc) + + variants = _heuristics.build_variants("葬送的芙莉莲") + + assert variants["raw"].query == "葬送的芙莉莲" + assert "zh_traditional" not in variants + assert "han_latin" in variants + + def test_hangul_latin_variant_exists_for_generic_use(self): + from animedex.enhance._heuristics import build_variants + + variants = build_variants("장송의 프리렌") + + assert variants["hangul_latin"].query == "JangSongUi PeuLiLen" + def test_enhance_selftests_pass(self): import animedex.enhance as enhance from animedex.enhance import _heuristics diff --git a/test/entry/test_enhance.py b/test/entry/test_enhance.py index 90e5c68..d8b5c88 100644 --- a/test/entry/test_enhance.py +++ b/test/entry/test_enhance.py @@ -41,7 +41,7 @@ def test_help_lists_examples_and_hides_policy_blocks(self, cli_runner, cli): result = cli_runner.invoke(cli, ["enhance", "--help"]) assert result.exit_code == 0, result.output - assert "Suggest source-targeted search-query rewrites." in result.output + assert "Emit source-targeted search queries." in result.output assert 'animedex enhance "Frieren"' in result.output assert "Backend:" not in result.output assert "--- LLM Agent Guidance ---" not in result.output @@ -79,12 +79,21 @@ def test_default_tty_output_is_not_json(self, cli_runner, cli, force_tty): ) assert result.exit_code == 0, result.output - assert result.output.startswith("Enhance suggestions for") + assert result.output.startswith("Enhance queries for") assert "anime/ann" in result.output - assert "first_token" in result.output - assert "ANN encyclopedia title substring search." in result.output + assert "'Bungou Stray Dogs 5th Season'" in result.output + assert "'Bungou'" in result.output assert not result.output.lstrip().startswith("{") + def test_japanese_tty_output_is_backend_targeted(self, cli_runner, cli, force_tty): + result = cli_runner.invoke(cli, ["enhance", "葬送のフリーレン", "--type", "anime"]) + + assert result.exit_code == 0, result.output + assert "anime/anilist: '葬送のフリーレン'" in result.output + assert "anime/ann: '葬送のフリーレン'" in result.output + assert "Frieren: Beyond Journey's End" not in result.output + assert "ZangSong" not in result.output + def test_non_tty_auto_switches_to_json(self, cli_runner, cli): result = cli_runner.invoke(cli, ["enhance", "Frieren"]) diff --git a/test/tools/test_generate_spec.py b/test/tools/test_generate_spec.py index 8110278..d62fd41 100644 --- a/test/tools/test_generate_spec.py +++ b/test/tools/test_generate_spec.py @@ -13,5 +13,7 @@ def test_transliterator_runtime_tables_are_collected_for_freezing(): assert "anyascii._data" in generate_spec.HIDDEN_IMPORTS assert "unidecode" in generate_spec.HIDDEN_IMPORTS assert "unidecode.util" in generate_spec.HIDDEN_IMPORTS + assert "opencc" in generate_spec.HIDDEN_IMPORTS assert "anyascii" in generate_spec.PACKAGE_DATAS assert "unidecode" in generate_spec.PACKAGE_DATAS + assert "opencc" in generate_spec.PACKAGE_DATAS diff --git a/tools/generate_spec.py b/tools/generate_spec.py index 749dc53..f09d941 100644 --- a/tools/generate_spec.py +++ b/tools/generate_spec.py @@ -102,6 +102,9 @@ # depend on PyInstaller's current collection heuristics. "unidecode", "unidecode.util", + # ``opencc`` loads converter configuration and dictionary modules + # at runtime from package data. + "opencc", ] PACKAGE_DATAS = [ @@ -112,6 +115,9 @@ # Required by ``unidecode.unidecode`` after freezing; the package's # transliteration tables are loaded lazily by code-point block. "unidecode", + # Required by ``opencc.OpenCC`` for Simplified/Traditional Chinese + # conversion dictionaries and converter JSON files. + "opencc", # Required by ``zoneinfo.ZoneInfo`` on platforms that do not ship an # IANA timezone database, most notably Windows. "tzdata", diff --git a/tools/search_eval/__init__.py b/tools/search_eval/__init__.py new file mode 100644 index 0000000..a75eb4c --- /dev/null +++ b/tools/search_eval/__init__.py @@ -0,0 +1 @@ +"""Search-quality evaluation harness (experimental, not shipped).""" diff --git a/tools/search_eval/enrich_mal_cjk_samples.py b/tools/search_eval/enrich_mal_cjk_samples.py new file mode 100644 index 0000000..f1f1d41 --- /dev/null +++ b/tools/search_eval/enrich_mal_cjk_samples.py @@ -0,0 +1,348 @@ +"""Enrich the MAL CJK anime sample set with zh/ko mainstream titles. + +The script intentionally keeps source attribution for every added title. +It starts with high-confidence MAL-ID joins through Wikidata, then adds +AniList synonyms, and finally uses MediaWiki search as a labelled fallback +for entries that still lack a Chinese or Korean title. +""" + +from __future__ import annotations + +import argparse +import json +import re +import time +from datetime import datetime, timezone +from pathlib import Path +from typing import Dict, Iterable, List, Optional + +import requests + + +HAN_RE = re.compile(r"[\u3400-\u9fff\uf900-\ufaff]") +HIRAGANA_KATAKANA_RE = re.compile(r"[\u3040-\u30ff]") +HANGUL_RE = re.compile(r"[\uac00-\ud7af]") +LATIN_RE = re.compile(r"[A-Za-z]") + +USER_AGENT = "animedex-search-eval/0.1 (sample enrichment)" +WIKIDATA_SPARQL = "https://query.wikidata.org/sparql" +ANILIST_GRAPHQL = "https://graphql.anilist.co" + + +def _chunks(values: List[str], size: int) -> Iterable[List[str]]: + for i in range(0, len(values), size): + yield values[i : i + size] + + +def _now_iso() -> str: + return datetime.now(timezone.utc).replace(microsecond=0).isoformat().replace("+00:00", "Z") + + +def _clean_title(value: Optional[str]) -> str: + if not value: + return "" + return " ".join(value.replace("_", " ").strip().split()) + + +def _has_han(value: str) -> bool: + return bool(HAN_RE.search(value)) + + +def _has_hangul(value: str) -> bool: + return bool(HANGUL_RE.search(value)) + + +def _has_kana(value: str) -> bool: + return bool(HIRAGANA_KATAKANA_RE.search(value)) + + +def _looks_chinese_alias(value: str, native_titles: Iterable[str]) -> bool: + if not value or _has_kana(value) or _has_hangul(value) or not _has_han(value): + return False + if value in set(native_titles): + return False + return True + + +def _source_url(source: str, qid: Optional[str] = None, lang: Optional[str] = None, title: Optional[str] = None) -> str: + if source.startswith("wikidata") and qid: + return f"https://www.wikidata.org/wiki/{qid}" + if source.startswith("zhwiki") and title: + return "https://zh.wikipedia.org/wiki/" + requests.utils.quote(title.replace(" ", "_")) + if source.startswith("kowiki") and title: + return "https://ko.wikipedia.org/wiki/" + requests.utils.quote(title.replace(" ", "_")) + if source.startswith("anilist"): + return "https://anilist.co/search/anime" + return "" + + +def _add_title( + sample: dict, + field: str, + value: Optional[str], + *, + source: str, + language: str, + qid: Optional[str] = None, + searched_query: Optional[str] = None, +) -> None: + title = _clean_title(value) + if not title: + return + bucket = sample.setdefault(field, []) + if any(item.get("title") == title for item in bucket): + return + item = { + "title": title, + "language": language, + "source": source, + "source_url": _source_url(source, qid=qid, lang=language, title=title), + } + if searched_query: + item["searched_query"] = searched_query + bucket.append(item) + + +def _wikidata_query(mal_ids: List[str]) -> str: + values = " ".join(f'"{mal_id}"' for mal_id in mal_ids) + return f""" +SELECT ?item ?mal ?zhLabel ?zhAlt ?koLabel ?koAlt ?zhwikiTitle ?kowikiTitle WHERE {{ + VALUES ?mal {{ {values} }} + ?item wdt:P4086 ?mal. + OPTIONAL {{ ?item rdfs:label ?zhLabel FILTER(LANG(?zhLabel) IN ("zh", "zh-cn", "zh-hans", "zh-hant", "zh-hk", "zh-tw")) }} + OPTIONAL {{ ?item skos:altLabel ?zhAlt FILTER(LANG(?zhAlt) IN ("zh", "zh-cn", "zh-hans", "zh-hant", "zh-hk", "zh-tw")) }} + OPTIONAL {{ ?item rdfs:label ?koLabel FILTER(LANG(?koLabel) = "ko") }} + OPTIONAL {{ ?item skos:altLabel ?koAlt FILTER(LANG(?koAlt) = "ko") }} + OPTIONAL {{ ?zhwiki schema:about ?item; schema:isPartOf ; schema:name ?zhwikiTitle. }} + OPTIONAL {{ ?kowiki schema:about ?item; schema:isPartOf ; schema:name ?kowikiTitle. }} +}} +""" + + +def enrich_from_wikidata(samples: List[dict], session: requests.Session) -> None: + by_mal: Dict[str, dict] = {str(sample["mal_id"]): sample for sample in samples} + for chunk in _chunks(list(by_mal), 40): + response = session.post( + WIKIDATA_SPARQL, + data={"query": _wikidata_query(chunk), "format": "json"}, + timeout=30, + ) + response.raise_for_status() + bindings = response.json().get("results", {}).get("bindings", []) + for row in bindings: + mal = row.get("mal", {}).get("value") + sample = by_mal.get(str(mal)) + if not sample: + continue + qid = row.get("item", {}).get("value", "").rsplit("/", 1)[-1] + sample.setdefault("wikidata_ids", []) + if qid and qid not in sample["wikidata_ids"]: + sample["wikidata_ids"].append(qid) + _add_title( + sample, + "chinese_titles", + row.get("zhwikiTitle", {}).get("value"), + source="zhwiki_sitelink", + language="zh", + qid=qid, + ) + _add_title( + sample, + "korean_titles", + row.get("kowikiTitle", {}).get("value"), + source="kowiki_sitelink", + language="ko", + qid=qid, + ) + _add_title( + sample, + "chinese_titles", + row.get("zhLabel", {}).get("value"), + source="wikidata_label", + language="zh", + qid=qid, + ) + _add_title( + sample, + "chinese_titles", + row.get("zhAlt", {}).get("value"), + source="wikidata_alt_label", + language="zh", + qid=qid, + ) + _add_title( + sample, + "korean_titles", + row.get("koLabel", {}).get("value"), + source="wikidata_label", + language="ko", + qid=qid, + ) + _add_title( + sample, + "korean_titles", + row.get("koAlt", {}).get("value"), + source="wikidata_alt_label", + language="ko", + qid=qid, + ) + time.sleep(0.2) + + +def enrich_from_anilist(samples: List[dict], session: requests.Session) -> None: + query = """ +query ($ids: [Int], $perPage: Int) { + Page(page: 1, perPage: $perPage) { + media(idMal_in: $ids, type: ANIME) { + id + idMal + title { romaji english native } + synonyms + } + } +} +""" + by_mal: Dict[int, dict] = {int(sample["mal_id"]): sample for sample in samples} + ids = list(by_mal) + for chunk in _chunks([str(i) for i in ids], 50): + int_ids = [int(value) for value in chunk] + response = session.post( + ANILIST_GRAPHQL, + json={"query": query, "variables": {"ids": int_ids, "perPage": len(int_ids)}}, + timeout=30, + ) + response.raise_for_status() + for media in response.json().get("data", {}).get("Page", {}).get("media", []) or []: + sample = by_mal.get(int(media.get("idMal") or 0)) + if not sample: + continue + sample["anilist_id"] = media.get("id") + native_titles = set(sample.get("cjk_titles") or []) + native = (media.get("title") or {}).get("native") + if native: + native_titles.add(native) + for synonym in media.get("synonyms") or []: + title = _clean_title(synonym) + if not title: + continue + if _has_hangul(title): + _add_title(sample, "korean_titles", title, source="anilist_synonym", language="ko") + elif _looks_chinese_alias(title, native_titles): + _add_title(sample, "chinese_titles", title, source="anilist_synonym", language="zh") + time.sleep(0.5) + + +def _mediawiki_search(session: requests.Session, lang: str, query: str) -> Optional[str]: + endpoint = f"https://{lang}.wikipedia.org/w/api.php" + params = { + "action": "query", + "list": "search", + "srsearch": query, + "srlimit": 1, + "format": "json", + "utf8": 1, + } + for attempt in range(4): + response = session.get(endpoint, params=params, timeout=15) + if response.status_code in {429, 500, 502, 503, 504}: + time.sleep(2.0 * (attempt + 1)) + continue + response.raise_for_status() + rows = response.json().get("query", {}).get("search", []) + break + else: + return None + if not rows: + return None + return _clean_title(rows[0].get("title")) + + +def enrich_from_wikipedia_search(samples: List[dict], session: requests.Session) -> None: + for sample in samples: + queries = [ + sample.get("english_title"), + sample.get("default_title"), + sample.get("cjk_title"), + ] + queries = [q for q in queries if q] + if not sample.get("chinese_titles"): + for query in queries: + time.sleep(0.8) + title = _mediawiki_search(session, "zh", query) + if title: + _add_title( + sample, + "chinese_titles", + title, + source="zhwiki_search_top", + language="zh", + searched_query=query, + ) + break + if not sample.get("korean_titles"): + for query in queries: + time.sleep(0.8) + title = _mediawiki_search(session, "ko", query) + if title: + _add_title( + sample, + "korean_titles", + title, + source="kowiki_search_top", + language="ko", + searched_query=query, + ) + break + + +def finalise(samples: List[dict]) -> dict: + coverage = { + "samples": len(samples), + "with_chinese_title": sum(1 for sample in samples if sample.get("chinese_titles")), + "with_korean_title": sum(1 for sample in samples if sample.get("korean_titles")), + "with_wikidata_id": sum(1 for sample in samples if sample.get("wikidata_ids")), + "with_anilist_id": sum(1 for sample in samples if sample.get("anilist_id")), + } + for sample in samples: + sample["chinese_title"] = ( + sample.get("chinese_titles", [{}])[0].get("title") if sample.get("chinese_titles") else None + ) + sample["korean_title"] = ( + sample.get("korean_titles", [{}])[0].get("title") if sample.get("korean_titles") else None + ) + return coverage + + +def main() -> None: + parser = argparse.ArgumentParser() + parser.add_argument("--input", default="tools/search_eval/samples/mal_multilingual_anime100.json") + parser.add_argument("--output", default="tools/search_eval/samples/mal_multilingual_anime100_enriched.json") + parser.add_argument("--skip-wikipedia-search", action="store_true") + args = parser.parse_args() + + payload = json.loads(Path(args.input).read_text(encoding="utf-8")) + samples = payload["samples"] + session = requests.Session() + session.headers.update({"User-Agent": USER_AGENT, "Accept": "application/json"}) + + enrich_from_wikidata(samples, session) + enrich_from_anilist(samples, session) + if not args.skip_wikipedia_search: + enrich_from_wikipedia_search(samples, session) + + payload["enrichment"] = { + "captured_at_utc": _now_iso(), + "sources": [ + "Wikidata SPARQL by MyAnimeList anime ID (P4086)", + "Chinese and Korean Wikipedia sitelinks exposed through Wikidata", + "AniList GraphQL idMal_in title synonyms", + "Chinese and Korean Wikipedia search top result for remaining gaps", + ], + "coverage": finalise(samples), + } + Path(args.output).write_text(json.dumps(payload, ensure_ascii=False, indent=2) + "\n", encoding="utf-8") + print(json.dumps(payload["enrichment"]["coverage"], ensure_ascii=False, indent=2)) + + +if __name__ == "__main__": + main() diff --git a/tools/search_eval/eval_mal_cjk100.py b/tools/search_eval/eval_mal_cjk100.py new file mode 100644 index 0000000..6e94686 --- /dev/null +++ b/tools/search_eval/eval_mal_cjk100.py @@ -0,0 +1,437 @@ +"""Evaluate anime search enhancement on the enriched MAL CJK100 sample set.""" + +from __future__ import annotations + +import argparse +import json +import os +import re +import time +from collections import defaultdict +from dataclasses import asdict, dataclass, field +from pathlib import Path +from typing import Iterable, List, Optional, Tuple + +from animedex.agg._type_routes import call_search_route, search_routes_for +from animedex.config import Config +from animedex.enhance import suggest +from animedex.models.common import ApiError +from tools.search_eval.scoring import score_rows + + +CJK_RE = re.compile(r"[\u3040-\u30ff\u3400-\u9fff\uf900-\ufaff\uac00-\ud7af]") +LATIN_RE = re.compile(r"[A-Za-z]") + + +@dataclass +class Cell: + """One evaluated search request.""" + + sample_index: int + mal_id: int + popularity: int + backend: str + variant: str + query: str + hit: bool + position: Optional[int] + kind: str + n_returned: int + duration_ms: float + error: Optional[str] = None + top_titles: List[str] = field(default_factory=list) + top_ids: List[object] = field(default_factory=list) + + +def _install_proxy_from_env() -> bool: + proxy = os.environ.get("PP_AO3") or os.environ.get("HTTPS_PROXY") or os.environ.get("HTTP_PROXY") + if not proxy: + return False + os.environ["HTTP_PROXY"] = proxy + os.environ["HTTPS_PROXY"] = proxy + os.environ["http_proxy"] = proxy + os.environ["https_proxy"] = proxy + return True + + +def _latin_alias(sample: dict) -> Optional[str]: + for value in [sample.get("english_title"), sample.get("default_title"), *(sample.get("latin_titles") or [])]: + if value and LATIN_RE.search(value) and not CJK_RE.search(value): + return value + return None + + +def _title_entries(items: Iterable[dict]) -> List[str]: + out: List[str] = [] + for item in items or []: + title = item.get("title") if isinstance(item, dict) else None + if title and title not in out: + out.append(title) + return out + + +def variant_queries( + sample: dict, + backend: str, + *, + representative_only: bool = False, + runtime_only: bool = False, +) -> List[Tuple[str, str]]: + cjk = sample["cjk_title"] + out: List[Tuple[str, str]] = [("cjk_raw", cjk)] + seen = {cjk} + + result = suggest(cjk, entity_type="anime", source=backend, limit_per_source=20) + for suggestion in result.targets[0].suggestions: + q = suggestion.query + if q and q not in seen: + out.append((f"enhance_{suggestion.variant_id}", q)) + seen.add(q) + + if runtime_only: + return out + + title_groups = [ + ("known_chinese", _title_entries(sample.get("chinese_titles") or [])), + ("known_chinese_cn", _title_entries(sample.get("chinese_titles_cn") or [])), + ("known_chinese_hk_mo", _title_entries(sample.get("chinese_titles_hk_mo") or [])), + ("known_chinese_tw", _title_entries(sample.get("chinese_titles_tw") or [])), + ("known_korean", _title_entries(sample.get("korean_titles") or [])), + ] + for label, values in title_groups: + cap = 1 if representative_only else 2 + for value in values[:cap]: + if value and value not in seen: + out.append((label, value)) + seen.add(value) + + alias = _latin_alias(sample) + if alias and alias not in seen: + out.append(("known_latin_alias", alias)) + seen.add(alias) + + default = sample.get("default_title") + if default and default not in seen and LATIN_RE.search(default) and not CJK_RE.search(default): + out.append(("known_default_title", default)) + + return out + + +def _row_titles(row: dict) -> List[str]: + out: List[str] = [] + + def walk(obj): + if isinstance(obj, dict): + for key, value in obj.items(): + if key.lower() in { + "title", + "titles", + "name", + "english", + "native", + "romaji", + "japanese", + "canonicaltitle", + "canonicalname", + "synonyms", + "titlesynonyms", + "abbreviatedtitles", + }: + walk(value) + elif isinstance(value, (dict, list)): + walk(value) + elif isinstance(obj, list): + for value in obj: + walk(value) + elif isinstance(obj, str) and obj and len(obj) <= 180: + out.append(obj) + + walk(row) + return list(dict.fromkeys(out))[:20] + + +def _write_cell(path: Path, cell: Cell) -> None: + with path.open("a", encoding="utf-8") as fh: + fh.write(json.dumps(asdict(cell), ensure_ascii=False) + "\n") + + +def _read_done(path: Path) -> set: + done = set() + if not path.exists(): + return done + with path.open(encoding="utf-8") as fh: + for line in fh: + if not line.strip(): + continue + row = json.loads(line) + done.add((row["sample_index"], row["backend"], row["variant"], row["query"])) + return done + + +def _read_cells(path: Path) -> List[Cell]: + cells = [] + if not path.exists(): + return cells + with path.open(encoding="utf-8") as fh: + for line in fh: + if line.strip(): + cells.append(Cell(**json.loads(line))) + return cells + + +def _seed_for(sample: dict) -> dict: + aliases = list(dict.fromkeys([sample.get("cjk_title"), *(sample.get("aliases") or [])])) + aliases.extend(_title_entries(sample.get("chinese_titles") or [])) + aliases.extend(_title_entries(sample.get("korean_titles") or [])) + return { + "query": sample["cjk_title"], + "aliases": [value for value in dict.fromkeys(aliases) if value], + "ids": {"mal": sample["mal_id"], "jikan": sample["mal_id"]}, + } + + +def evaluate(args) -> Path: + payload = json.loads(Path(args.samples).read_text(encoding="utf-8")) + samples = payload["samples"][: args.max_samples] + out_dir = Path(args.out) + out_dir.mkdir(parents=True, exist_ok=True) + cells_path = out_dir / "cells.jsonl" + done = _read_done(cells_path) if args.resume else set() + proxy_used = _install_proxy_from_env() + routes = [route for route in search_routes_for("anime") if not args.backends or route.backend in args.backends] + config = Config(rate="slow", timeout_seconds=args.timeout) + started = time.time() + total_planned = 0 + total_done = len(done) + print(f"proxy: {'yes' if proxy_used else 'no'}") + print(f"samples: {len(samples)} routes: {[route.backend for route in routes]}") + + for si, sample in enumerate(samples, 1): + seed = _seed_for(sample) + for route in routes: + variants = variant_queries( + sample, + route.backend, + representative_only=args.representative_only, + runtime_only=args.runtime_only, + ) + total_planned += len(variants) + for label, query in variants: + key = (si, route.backend, label, query) + if key in done: + continue + t0 = time.perf_counter() + rows = [] + err = None + try: + rows = call_search_route(route, query=query, limit=args.limit, config=config, no_cache=True) + except ApiError as exc: + err = f"{exc.reason}: {exc}" + except Exception as exc: # noqa: BLE001 + err = f"{type(exc).__name__}: {exc}" + elapsed = (time.perf_counter() - t0) * 1000 + rows = list(rows or []) + score = score_rows(rows, seed, route.backend) if rows else {"position": None, "kind": ""} + top_titles = [] + top_ids = [] + for raw in rows[:3]: + dumped = raw.model_dump(mode="json", by_alias=True) if hasattr(raw, "model_dump") else raw + if isinstance(dumped, dict): + top_titles.extend(_row_titles(dumped)[:3]) + top_ids.append(dumped.get("id") or dumped.get("mal_id")) + cell = Cell( + sample_index=si, + mal_id=sample["mal_id"], + popularity=sample["popularity"], + backend=route.backend, + variant=label, + query=query, + hit=bool(score.get("kind")), + position=score.get("position"), + kind=score.get("kind") or "", + n_returned=len(rows), + duration_ms=round(elapsed, 1), + error=err, + top_titles=list(dict.fromkeys(top_titles))[:8], + top_ids=top_ids, + ) + _write_cell(cells_path, cell) + total_done += 1 + if total_done % args.progress_every == 0: + print(f"done cells={total_done} sample={si}/{len(samples)} elapsed={time.time() - started:.1f}s") + write_reports(cells_path, samples, out_dir, proxy_used=proxy_used, elapsed=time.time() - started) + return out_dir + + +def _rates(cells: List[Cell]) -> dict: + buckets = defaultdict(lambda: {"n": 0, "hits": 0, "errors": 0, "top1": 0}) + for cell in cells: + key = (cell.backend, cell.variant) + bucket = buckets[key] + bucket["n"] += 1 + if cell.error: + bucket["errors"] += 1 + if cell.hit: + bucket["hits"] += 1 + if cell.position == 0: + bucket["top1"] += 1 + return { + "|".join(key): { + **value, + "hit_rate": round(value["hits"] / max(value["n"] - value["errors"], 1), 3), + "top1_rate": round(value["top1"] / max(value["n"] - value["errors"], 1), 3), + } + for key, value in sorted(buckets.items()) + } + + +def _rescue(cells: List[Cell]) -> dict: + by_sample_backend = defaultdict(list) + for cell in cells: + by_sample_backend[(cell.sample_index, cell.backend)].append(cell) + out = {} + for backend in sorted({cell.backend for cell in cells}): + stats = { + "n": 0, + "raw_hit": 0, + "enhance_any_hit": 0, + "known_chinese_any_hit": 0, + "known_korean_any_hit": 0, + "known_latin_any_hit": 0, + "enhance_rescues": 0, + "known_chinese_rescues": 0, + "known_korean_rescues": 0, + "known_latin_rescues": 0, + } + for (sample_index, group_backend), group in by_sample_backend.items(): + if group_backend != backend: + continue + stats["n"] += 1 + raw_hit = any(cell.variant == "cjk_raw" and cell.hit for cell in group) + enhance_hit = any( + cell.variant.startswith("enhance_") and cell.variant != "enhance_raw" and cell.hit for cell in group + ) + zh_hit = any(cell.variant == "known_chinese" and cell.hit for cell in group) + ko_hit = any(cell.variant == "known_korean" and cell.hit for cell in group) + latin_hit = any( + cell.hit and (cell.variant.startswith("known_latin") or cell.variant == "known_default_title") + for cell in group + ) + if raw_hit: + stats["raw_hit"] += 1 + if raw_hit or enhance_hit: + stats["enhance_any_hit"] += 1 + if raw_hit or zh_hit: + stats["known_chinese_any_hit"] += 1 + if raw_hit or ko_hit: + stats["known_korean_any_hit"] += 1 + if raw_hit or latin_hit: + stats["known_latin_any_hit"] += 1 + if not raw_hit and enhance_hit: + stats["enhance_rescues"] += 1 + if not raw_hit and zh_hit: + stats["known_chinese_rescues"] += 1 + if not raw_hit and ko_hit: + stats["known_korean_rescues"] += 1 + if not raw_hit and latin_hit: + stats["known_latin_rescues"] += 1 + out[backend] = stats + return out + + +def write_reports(cells_path: Path, samples: List[dict], out_dir: Path, *, proxy_used: bool, elapsed: float) -> None: + cells = _read_cells(cells_path) + rates = _rates(cells) + rescue = _rescue(cells) + has_known_alias_cells = any(cell.variant.startswith("known_") for cell in cells) + lines = [ + "# MAL CJK100 Search Enhancement Evaluation", + "", + f"- samples: {len(samples)}", + f"- cells: {len(cells)}", + f"- proxy used: {proxy_used}", + "- baseline query: sample CJK title from MAL/Jikan", + "- rule hit: MAL/Jikan ID where available, otherwise known title/alias match", + "- variant set: current runtime enhance output only" + if not has_known_alias_cells + else "- variant set: current enhance output plus known source-backed aliases", + "", + "## Backend Rescue", + "", + ] + if has_known_alias_cells: + lines.extend( + [ + "| backend | samples | CJK raw hit | raw + current enhance hit | current enhance rescue | raw + zh hit | zh rescue | raw + ko hit | ko rescue | raw + Latin hit | Latin rescue |", + "|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|", + ] + ) + else: + lines.extend( + [ + "| backend | samples | CJK raw hit | raw + current enhance hit | current enhance rescue |", + "|---|---:|---:|---:|---:|", + ] + ) + for backend, stats in rescue.items(): + n = stats["n"] or 1 + prefix = ( + f"| `{backend}` | {stats['n']} | {stats['raw_hit']} ({stats['raw_hit'] / n:.0%}) | " + f"{stats['enhance_any_hit']} ({stats['enhance_any_hit'] / n:.0%}) | +{stats['enhance_rescues']} |" + ) + if has_known_alias_cells: + lines.append( + f"{prefix[:-1]} " + f"{stats['known_chinese_any_hit']} ({stats['known_chinese_any_hit'] / n:.0%}) | +{stats['known_chinese_rescues']} | " + f"{stats['known_korean_any_hit']} ({stats['known_korean_any_hit'] / n:.0%}) | +{stats['known_korean_rescues']} | " + f"{stats['known_latin_any_hit']} ({stats['known_latin_any_hit'] / n:.0%}) | +{stats['known_latin_rescues']} |" + ) + else: + lines.append(prefix) + lines.extend( + [ + "", + "## Variant Hit Rates", + "", + "| backend | variant | n | hits | hit rate | top1 | errors |", + "|---|---|---:|---:|---:|---:|---:|", + ] + ) + for key, stats in rates.items(): + backend, variant = key.split("|", 1) + lines.append( + f"| `{backend}` | `{variant}` | {stats['n']} | {stats['hits']} | " + f"{stats['hit_rate']:.0%} | {stats['top1']} | {stats['errors']} |" + ) + (out_dir / "summary.json").write_text( + json.dumps({"rates": rates, "rescue": rescue}, ensure_ascii=False, indent=2) + "\n", + encoding="utf-8", + ) + (out_dir / "summary.md").write_text("\n".join(lines) + "\n", encoding="utf-8") + (out_dir / "meta.json").write_text( + json.dumps({"elapsed_seconds": round(elapsed, 1), "proxy_used": proxy_used}, ensure_ascii=False, indent=2) + + "\n", + encoding="utf-8", + ) + print("\n".join(lines[:24])) + print(f"wrote {out_dir}") + + +def main() -> None: + parser = argparse.ArgumentParser() + parser.add_argument("--samples", default="tools/search_eval/samples/mal_multilingual_anime100_enriched.json") + parser.add_argument("--out", default="tools/search_eval/runs/mal_cjk100_current") + parser.add_argument("--limit", type=int, default=10) + parser.add_argument("--timeout", type=float, default=8.0) + parser.add_argument("--max-samples", type=int, default=100) + parser.add_argument("--backend", dest="backends", action="append") + parser.add_argument("--progress-every", type=int, default=25) + parser.add_argument("--resume", action="store_true") + parser.add_argument("--representative-only", action="store_true") + parser.add_argument("--runtime-only", action="store_true") + args = parser.parse_args() + evaluate(args) + + +if __name__ == "__main__": + main() diff --git a/tools/search_eval/merge_title_enrichment.py b/tools/search_eval/merge_title_enrichment.py new file mode 100644 index 0000000..a61d2c4 --- /dev/null +++ b/tools/search_eval/merge_title_enrichment.py @@ -0,0 +1,171 @@ +"""Merge source-backed title-enrichment shards into the MAL CJK100 sample set.""" + +from __future__ import annotations + +import argparse +import json +from datetime import datetime, timezone +from pathlib import Path +from typing import Iterable, List, Optional + + +REGIONAL_FIELDS = ( + "chinese_titles_cn", + "chinese_titles_hk_mo", + "chinese_titles_tw", +) + + +def _now_iso() -> str: + return datetime.now(timezone.utc).replace(microsecond=0).isoformat().replace("+00:00", "Z") + + +def _title_key(item: dict) -> tuple: + return (item.get("title"), item.get("source"), item.get("url"), item.get("region")) + + +def _normalise_item(item: dict, *, region: Optional[str] = None) -> dict: + out = { + "title": item.get("title"), + "source": item.get("source"), + "url": item.get("url") or item.get("source_url"), + "confidence": item.get("confidence") or "medium", + } + if region: + out["region"] = region + if item.get("note"): + out["note"] = item["note"] + return {k: v for k, v in out.items() if v} + + +def _dedupe(items: Iterable[dict]) -> List[dict]: + out = [] + seen = set() + for item in items: + if not item.get("title"): + continue + key = _title_key(item) + if key in seen: + continue + seen.add(key) + out.append(item) + return out + + +def _union_chinese(sample: dict) -> list: + items = [] + for field, region in [ + ("chinese_titles_cn", "zh_cn"), + ("chinese_titles_hk_mo", "zh_hk_mo"), + ("chinese_titles_tw", "zh_tw"), + ]: + for item in sample.get(field) or []: + items.append(_normalise_item(item, region=region)) + for item in sample.get("chinese_titles") or []: + items.append(_normalise_item(item, region=item.get("region"))) + return _dedupe(items) + + +def _seed_regional_fields(sample: dict) -> None: + """Seed regional fields from existing coarse Chinese titles. + + The automatic source pass may only know that a title is Chinese, + not which market uses it. Keep those names in the union field, and + put clearly simplified-script aliases in ``zh_cn`` as a weak seed + until shard verification adds better regional attribution. + """ + for item in sample.get("chinese_titles") or []: + title = item.get("title") or "" + source = item.get("source") or "" + if item.get("region") in {"zh_cn", "zh_hk_mo", "zh_tw"}: + field = { + "zh_cn": "chinese_titles_cn", + "zh_hk_mo": "chinese_titles_hk_mo", + "zh_tw": "chinese_titles_tw", + }[item["region"]] + sample[field] = _dedupe([*(sample.get(field) or []), _normalise_item(item, region=item["region"])]) + elif source == "anilist_synonym" and title: + sample["chinese_titles_cn"] = _dedupe( + [*(sample.get("chinese_titles_cn") or []), _normalise_item(item, region="zh_cn")] + ) + + +def merge(base_path: Path, shard_paths: List[Path], output_path: Path) -> dict: + payload = json.loads(base_path.read_text(encoding="utf-8")) + for sample in payload["samples"]: + _seed_regional_fields(sample) + by_index = {i: sample for i, sample in enumerate(payload["samples"], 1)} + shard_meta = [] + for shard_path in shard_paths: + shard = json.loads(shard_path.read_text(encoding="utf-8")) + shard_meta.append({"path": str(shard_path), "shard": shard.get("shard"), "range": shard.get("range")}) + for item in shard.get("items", []): + sample = by_index[int(item["sample_index"])] + for field in REGIONAL_FIELDS: + merged = list(sample.get(field) or []) + merged.extend( + _normalise_item(v, region=field.replace("chinese_titles_", "zh_")) for v in item.get(field) or [] + ) + sample[field] = _dedupe(merged) + ko = list(sample.get("korean_titles") or []) + ko.extend(_normalise_item(v, region="ko") for v in item.get("korean_titles") or []) + sample["korean_titles"] = _dedupe(ko) + sample.setdefault("title_enrichment_notes", []) + sample["title_enrichment_notes"].extend(item.get("notes") or []) + sample["chinese_titles"] = _union_chinese(sample) + sample["chinese_title_cn"] = ( + sample["chinese_titles_cn"][0]["title"] if sample.get("chinese_titles_cn") else None + ) + sample["chinese_title_hk_mo"] = ( + sample["chinese_titles_hk_mo"][0]["title"] if sample.get("chinese_titles_hk_mo") else None + ) + sample["chinese_title_tw"] = ( + sample["chinese_titles_tw"][0]["title"] if sample.get("chinese_titles_tw") else None + ) + sample["korean_title"] = sample["korean_titles"][0]["title"] if sample.get("korean_titles") else None + for sample in payload["samples"]: + sample["chinese_titles"] = _union_chinese(sample) + sample["chinese_title_cn"] = ( + sample["chinese_titles_cn"][0]["title"] if sample.get("chinese_titles_cn") else None + ) + sample["chinese_title_hk_mo"] = ( + sample["chinese_titles_hk_mo"][0]["title"] if sample.get("chinese_titles_hk_mo") else None + ) + sample["chinese_title_tw"] = ( + sample["chinese_titles_tw"][0]["title"] if sample.get("chinese_titles_tw") else None + ) + sample["korean_title"] = sample["korean_titles"][0]["title"] if sample.get("korean_titles") else None + coverage = { + "samples": len(payload["samples"]), + "with_chinese_cn": sum(1 for sample in payload["samples"] if sample.get("chinese_titles_cn")), + "with_chinese_hk_mo": sum(1 for sample in payload["samples"] if sample.get("chinese_titles_hk_mo")), + "with_chinese_tw": sum(1 for sample in payload["samples"] if sample.get("chinese_titles_tw")), + "with_any_chinese": sum(1 for sample in payload["samples"] if sample.get("chinese_titles")), + "with_korean": sum(1 for sample in payload["samples"] if sample.get("korean_titles")), + } + payload["enrichment"] = { + **(payload.get("enrichment") or {}), + "merged_at_utc": _now_iso(), + "regional_chinese_fields": list(REGIONAL_FIELDS), + "shards": shard_meta, + "coverage": coverage, + } + output_path.write_text(json.dumps(payload, ensure_ascii=False, indent=2) + "\n", encoding="utf-8") + return coverage + + +def main() -> None: + parser = argparse.ArgumentParser() + parser.add_argument("--base", default="tools/search_eval/samples/mal_multilingual_anime100_autosourced.json") + parser.add_argument("--output", default="tools/search_eval/samples/mal_multilingual_anime100_enriched.json") + parser.add_argument("shards", nargs="*") + args = parser.parse_args() + shards = [Path(p) for p in args.shards] or sorted( + Path("tools/search_eval/samples").glob("title_enrichment_shard_*.json") + ) + coverage = merge(Path(args.base), shards, Path(args.output)) + print(json.dumps(coverage, ensure_ascii=False, indent=2)) + + +if __name__ == "__main__": + main() diff --git a/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl b/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl new file mode 100644 index 0000000..1f0bf67 --- /dev/null +++ b/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl @@ -0,0 +1,746 @@ +{"sample_index": 1, "mal_id": 16498, "popularity": 1, "backend": "anilist", "variant": "cjk_raw", "query": "進撃の巨人", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 412.2, "error": null, "top_titles": ["Shingeki no Kyojin", "Attack on Titan", "進撃の巨人", "Shingeki no Kyojin: The Final Season", "Attack on Titan Final Season", "進撃の巨人 The Final Season", "Shingeki no Kyojin OVA", "Attack on Titan OVA"], "top_ids": [16498, 110277, 18397]} +{"sample_index": 2, "mal_id": 1535, "popularity": 2, "backend": "anilist", "variant": "cjk_raw", "query": "デスノート", "hit": true, "position": 0, "kind": "id", "n_returned": 1, "duration_ms": 1517.2, "error": null, "top_titles": ["DEATH NOTE", "Death Note"], "top_ids": [1535]} +{"sample_index": 2, "mal_id": 1535, "popularity": 2, "backend": "anilist", "variant": "enhance_kata2hira", "query": "ですのーと", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 1851.3, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 3, "mal_id": 5114, "popularity": 3, "backend": "anilist", "variant": "cjk_raw", "query": "鋼の錬金術師 FULLMETAL ALCHEMIST", "hit": true, "position": 0, "kind": "id", "n_returned": 3, "duration_ms": 442.5, "error": null, "top_titles": ["Hagane no Renkinjutsushi: FULLMETAL ALCHEMIST", "Fullmetal Alchemist: Brotherhood", "鋼の錬金術師 FULLMETAL ALCHEMIST", "Hagane no Renkinjutsushi: FULLMETAL ALCHEMIST Mihousou Episode", "Fullmetal Alchemist: Brotherhood OVA Collection", "鋼の錬金術師 FULLMETAL ALCHEMIST 未放送エピソード", "Hagane no Renkinjutsushi: FULLMETAL ALCHEMIST - Arakawa Hiromu Kaki Oroshi 4-koma Gekijou", "Fullmetal Alchemist: Brotherhood: 4-Koma Theater"], "top_ids": [5114, 6421, 7902]} +{"sample_index": 4, "mal_id": 30276, "popularity": 4, "backend": "anilist", "variant": "cjk_raw", "query": "ワンパンマン", "hit": true, "position": 0, "kind": "id", "n_returned": 8, "duration_ms": 587.8, "error": null, "top_titles": ["One Punch Man", "One-Punch Man", "ワンパンマン", "One Punch Man 3", "One-Punch Man Season 3", "ワンパンマン３", "One Punch Man 2", "One-Punch Man Season 2"], "top_ids": [21087, 153800, 97668]} +{"sample_index": 4, "mal_id": 30276, "popularity": 4, "backend": "anilist", "variant": "enhance_kata2hira", "query": "わんぱんまん", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 447.7, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 5, "mal_id": 38000, "popularity": 5, "backend": "anilist", "variant": "cjk_raw", "query": "鬼滅の刃", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 528.2, "error": null, "top_titles": ["Kimetsu no Yaiba", "Demon Slayer: Kimetsu no Yaiba", "鬼滅の刃", "Kimetsu no Yaiba: Yuukaku-hen", "Demon Slayer: Kimetsu no Yaiba Entertainment District Arc", "鬼滅の刃 遊郭編", "Kimetsu no Yaiba: Hashira Geiko-hen", "Demon Slayer: Kimetsu no Yaiba Hashira Training Arc"], "top_ids": [101922, 142329, 166240]} +{"sample_index": 6, "mal_id": 31964, "popularity": 6, "backend": "anilist", "variant": "cjk_raw", "query": "僕のヒーローアカデミア", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 535.9, "error": null, "top_titles": ["Boku no Hero Academia", "My Hero Academia", "僕のヒーローアカデミア", "Boku no Hero Academia 4", "My Hero Academia Season 4", "僕のヒーローアカデミア４", "Boku no Hero Academia 2", "My Hero Academia Season 2"], "top_ids": [21459, 104276, 21856]} +{"sample_index": 7, "mal_id": 11757, "popularity": 7, "backend": "anilist", "variant": "cjk_raw", "query": "ソードアート・オンライン", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 484.7, "error": null, "top_titles": ["Sword Art Online", "ソードアート・オンライン", "Sword Art Online II", "ソードアート・オンライン II", "Sword Art Online: Alicization", "ソードアート・オンライン アリシゼーション"], "top_ids": [11757, 20594, 100182]} +{"sample_index": 7, "mal_id": 11757, "popularity": 7, "backend": "anilist", "variant": "enhance_kata2hira", "query": "そーどあーと・おんらいん", "hit": false, "position": null, "kind": "", "n_returned": 3, "duration_ms": 926.4, "error": null, "top_titles": ["Sword Art Offline", "Sword Art OFFline", "そーどあーと・おふらいん", "Sword Art Offline II", "そーどあーと・おふらいん つー", "Sword Art Offline: Extra Edition", "そーどあーと・おふらいん Extra Edition"], "top_ids": [16099, 21155, 20895]} +{"sample_index": 8, "mal_id": 11061, "popularity": 8, "backend": "anilist", "variant": "cjk_raw", "query": "HUNTER×HUNTER（ハンター×ハンター）", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 794.0, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 8, "mal_id": 11061, "popularity": 8, "backend": "anilist", "variant": "enhance_kata2hira", "query": "HUNTER×HUNTER（はんたー×はんたー）", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 407.6, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 9, "mal_id": 20, "popularity": 9, "backend": "anilist", "variant": "cjk_raw", "query": "ナルト", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 1515.8, "error": null, "top_titles": ["NARUTO", "Naruto", "NARUTO -ナルト-", "NARUTO: THE CROSS ROADS", "NARUTO -ナルト- THE CROSS ROADS", "NARUTO: Shippuuden", "Naruto: Shippuden", "NARUTO -ナルト- 疾風伝"], "top_ids": [20, 7367, 1735]} +{"sample_index": 9, "mal_id": 20, "popularity": 9, "backend": "anilist", "variant": "enhance_kata2hira", "query": "なると", "hit": true, "position": 0, "kind": "title_substring", "n_returned": 7, "duration_ms": 1070.2, "error": null, "top_titles": ["Choconaruto", "ちょこなると", "Shikoyaka naru Toki mo Hameru Toki mo", "シコやかなるときもハメるときも", "Furusato no Nai Aki", "ふるさとのない秋"], "top_ids": [204479, 123845, 140357]} +{"sample_index": 10, "mal_id": 22319, "popularity": 10, "backend": "anilist", "variant": "cjk_raw", "query": "東京喰種-トーキョーグール-", "hit": true, "position": 2, "kind": "id", "n_returned": 6, "duration_ms": 466.2, "error": null, "top_titles": ["Tokyo Ghoul:re", "東京喰種-トーキョーグール-:re", "Tokyo Ghoul:re 2", "東京喰種-トーキョーグール-:re 2", "Tokyo Ghoul", "東京喰種 トーキョーグール"], "top_ids": [100240, 102351, 20605]} +{"sample_index": 11, "mal_id": 40748, "popularity": 11, "backend": "anilist", "variant": "cjk_raw", "query": "呪術廻戦", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 1876.3, "error": null, "top_titles": ["Jujutsu Kaisen", "JUJUTSU KAISEN", "呪術廻戦", "Jujutsu Kaisen 0", "JUJUTSU KAISEN 0", "呪術廻戦 0", "Jujutsu Kaisen Modulo PV", "呪術廻戦≡ PV"], "top_ids": [113415, 131573, 211607]} +{"sample_index": 11, "mal_id": 40748, "popularity": 11, "backend": "anilist", "variant": "enhance_zh_simplified", "query": "呪术廻戦", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 1119.6, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 12, "mal_id": 32281, "popularity": 12, "backend": "anilist", "variant": "cjk_raw", "query": "君の名は。", "hit": true, "position": 0, "kind": "id", "n_returned": 2, "duration_ms": 494.3, "error": null, "top_titles": ["Kimi no Na wa.", "Your Name.", "君の名は。", "Kimi no Mana wa Rina Witch", "Your Magical Name is Rina Witch", "君の魔名はリナ・ウィッチ"], "top_ids": [21519, 97775]} +{"sample_index": 13, "mal_id": 25777, "popularity": 13, "backend": "anilist", "variant": "cjk_raw", "query": "進撃の巨人 Season2", "hit": true, "position": 2, "kind": "title_substring", "n_returned": 4, "duration_ms": 1074.2, "error": null, "top_titles": ["Shingeki no Kyojin: The Final Season Part 2", "Attack on Titan Final Season Part 2", "進撃の巨人 The Final Season Part 2", "Shingeki no Kyojin Season 3 Part 2", "Attack on Titan Season 3 Part 2", "進撃の巨人 Season３ Part.2", "Shingeki no Kyojin Season 2: Kakusei no Houkou", "Attack on Titan: The Roar of Awakening"], "top_ids": [131681, 104578, 100465]} +{"sample_index": 14, "mal_id": 1735, "popularity": 15, "backend": "anilist", "variant": "cjk_raw", "query": "-ナルト- 疾風伝", "hit": true, "position": 0, "kind": "id", "n_returned": 7, "duration_ms": 413.0, "error": null, "top_titles": ["NARUTO: Shippuuden", "Naruto: Shippuden", "NARUTO -ナルト- 疾風伝", "NARUTO: Shippuuden Movie", "Naruto Shippuden the Movie", "劇場版 NARUTO -ナルト- 疾風伝", "NARUTO: Shippuuden - Shippu! \"Konoha Gakuen\" Den", "Naruto Shippuden: Konoha Gakuen - Special"], "top_ids": [1735, 2472, 4134]} +{"sample_index": 15, "mal_id": 33486, "popularity": 16, "backend": "anilist", "variant": "cjk_raw", "query": "僕のヒーローアカデミア", "hit": true, "position": 2, "kind": "id", "n_returned": 10, "duration_ms": 791.7, "error": null, "top_titles": ["Boku no Hero Academia", "My Hero Academia", "僕のヒーローアカデミア", "Boku no Hero Academia 4", "My Hero Academia Season 4", "僕のヒーローアカデミア４", "Boku no Hero Academia 2", "My Hero Academia Season 2"], "top_ids": [21459, 104276, 21856]} +{"sample_index": 16, "mal_id": 35760, "popularity": 18, "backend": "anilist", "variant": "cjk_raw", "query": "進撃の巨人 Season3", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 1553.5, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 17, "mal_id": 28851, "popularity": 19, "backend": "anilist", "variant": "cjk_raw", "query": "聲の形", "hit": true, "position": 0, "kind": "id", "n_returned": 2, "duration_ms": 426.1, "error": null, "top_titles": ["Koe no Katachi", "A Silent Voice", "聲の形", "Koe no Katachi Specials", "A Silent Voice Specials", "聲の形スペシャル"], "top_ids": [20954, 107764]} +{"sample_index": 18, "mal_id": 38524, "popularity": 20, "backend": "anilist", "variant": "cjk_raw", "query": "進撃の巨人 Season3 Part.2", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 1562.1, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 19, "mal_id": 19815, "popularity": 21, "backend": "anilist", "variant": "cjk_raw", "query": "ノーゲーム・ノーライフ", "hit": true, "position": 0, "kind": "id", "n_returned": 3, "duration_ms": 411.6, "error": null, "top_titles": ["No Game No Life", "No Game, No Life", "ノーゲーム・ノーライフ", "No Game No Life Zero", "No Game, No Life Zero", "ノーゲーム・ノーライフ ゼロ", "No Game No Life Specials", "ノーゲーム・ノーライフ ミニ"], "top_ids": [19815, 21875, 20769]} +{"sample_index": 19, "mal_id": 19815, "popularity": 21, "backend": "anilist", "variant": "enhance_kata2hira", "query": "のーげーむ・のーらいふ", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 415.8, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 20, "mal_id": 1575, "popularity": 22, "backend": "anilist", "variant": "cjk_raw", "query": "コードギアス 反逆のルルーシュ", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 2159.1, "error": null, "top_titles": ["Code Geass: Hangyaku no Lelouch", "Code Geass: Lelouch of the Rebellion", "コードギアス 反逆のルルーシュ", "Code Geass: Hangyaku no Lelouch R2", "Code Geass: Lelouch of the Rebellion R2", "コードギアス 反逆のルルーシュ R2", "Code Geass: Hangyaku no Lelouch II - Handou", "Code Geass: Lelouch of the Rebellion II - Transgression"], "top_ids": [1575, 2904, 101812]} +{"sample_index": 21, "mal_id": 31240, "popularity": 23, "backend": "anilist", "variant": "cjk_raw", "query": "Re:ゼロから始める異世界生活", "hit": true, "position": 0, "kind": "id", "n_returned": 6, "duration_ms": 452.7, "error": null, "top_titles": ["Re:Zero kara Hajimeru Isekai Seikatsu", "Re:ZERO -Starting Life in Another World-", "Re:ゼロから始める異世界生活", "Re:Zero kara Hajimeru Isekai Seikatsu OVAs", "Re:ZERO -Starting Life in Another World- OVAs", "Re:ゼロから始める異世界生活 OVAs", "Re:Zero kara Hajimeru Isekai Seikatsu 3rd Season", "Re:ZERO -Starting Life in Another World- Season 3"], "top_ids": [21355, 100049, 163134]} +{"sample_index": 22, "mal_id": 23273, "popularity": 24, "backend": "anilist", "variant": "cjk_raw", "query": "四月は君の嘘", "hit": true, "position": 0, "kind": "id", "n_returned": 2, "duration_ms": 430.2, "error": null, "top_titles": ["Shigatsu wa Kimi no Uso", "Your lie in April", "四月は君の嘘", "Shigatsu wa Kimi no Uso: MOMENTS", "Your lie in April: Moments", "四月は君の嘘 MOMENTS"], "top_ids": [20665, 21039]} +{"sample_index": 23, "mal_id": 36456, "popularity": 25, "backend": "anilist", "variant": "cjk_raw", "query": "僕のヒーローアカデミア", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 539.8, "error": "rate-limited: [backend=anilist reason=rate-limited] AniList 429", "top_titles": [], "top_ids": []} +{"sample_index": 24, "mal_id": 4224, "popularity": 26, "backend": 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Yuukai Itazura: Sarenai Tame ni"], "top_ids": [51839, 63300, 30976]} +{"sample_index": 90, "mal_id": 38671, "popularity": 93, "backend": "shikimori", "variant": "cjk_raw", "query": "炎炎ノ消防隊", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 751.5, "error": null, "top_titles": ["Enen no Shouboutai", "Enen no Shouboutai: Ni no Shou", "Enen no Shouboutai: San no Shou"], "top_ids": [38671, 40956, 51818]} +{"sample_index": 91, "mal_id": 11617, "popularity": 94, "backend": "shikimori", "variant": "cjk_raw", "query": "ハイスクールD×D", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 793.5, "error": null, "top_titles": ["High School DxD", "Dead Dead Demons Dededede Destruction", "Dead Dead Demons Dededede Destruction (ONA)"], "top_ids": [11617, 51358, 58883]} +{"sample_index": 91, "mal_id": 11617, "popularity": 94, "backend": "shikimori", "variant": "enhance_kata2hira", "query": "はいすくーるD×D", "hit": false, "position": null, "kind": "", "n_returned": 10, "duration_ms": 856.7, "error": null, "top_titles": ["High School Jingi", "Kore wa Zombie desu ka? of the Dead: Hai, Minotake ni Attemasu", "Tabisuru Nuigurumi: Traveling Daru"], "top_ids": [24089, 15437, 15077]} +{"sample_index": 92, "mal_id": 40591, "popularity": 96, "backend": "shikimori", "variant": "cjk_raw", "query": "かぐや様は告らせたい？～天才たちの恋愛頭脳戦～", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 1009.3, "error": null, "top_titles": ["Kaguya-sama wa Kokurasetai? Tensai-tachi no Renai Zunousen", "Kaguya-sama wa Kokurasetai: Tensai-tachi no Renai Zunousen", "Kaguya-sama wa Kokurasetai? Tensai-tachi no Renai Zunousen OVA"], "top_ids": [40591, 37999, 43609]} +{"sample_index": 92, "mal_id": 40591, "popularity": 96, "backend": "shikimori", "variant": "enhance_jaconv_norm", "query": "かぐや様は告らせたい?ー天才たちの恋愛頭脳戦ー", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 1881.6, "error": null, "top_titles": ["Kaguya-sama wa Kokurasetai? Tensai-tachi no Renai Zunousen", "Kaguya-sama wa Kokurasetai: Tensai-tachi no Renai Zunousen", "Kaguya-sama wa Kokurasetai? Tensai-tachi no Renai Zunousen OVA"], "top_ids": [40591, 37999, 43609]} +{"sample_index": 93, "mal_id": 5081, "popularity": 97, "backend": "shikimori", "variant": "cjk_raw", "query": "化物語", "hit": true, "position": 1, "kind": "title_exact", "n_returned": 10, "duration_ms": 975.0, "error": null, "top_titles": ["Bakemonogatari Recap", "Bakemonogatari", "Nekomonogatari: Kuro Recap"], "top_ids": [6948, 5081, 38971]} +{"sample_index": 93, "mal_id": 5081, "popularity": 97, "backend": "shikimori", "variant": "enhance_zh_simplified", "query": "化物语", "hit": true, "position": 2, "kind": "title_exact", "n_returned": 10, "duration_ms": 1159.1, "error": null, "top_titles": ["Chongwu Wuyu", "Bakemonogatari Recap", "Bakemonogatari"], "top_ids": [46968, 6948, 5081]} +{"sample_index": 94, "mal_id": 6746, "popularity": 98, "backend": "shikimori", "variant": "cjk_raw", "query": "デュラララ!!", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 8, "duration_ms": 707.1, "error": null, "top_titles": ["Durarara!!", "Durarara!! Specials", "Durarara!!x2 Shou"], "top_ids": [6746, 8408, 23199]} +{"sample_index": 94, "mal_id": 6746, "popularity": 98, "backend": "shikimori", "variant": "enhance_kata2hira", "query": "でゅららら!!", "hit": false, "position": null, "kind": "", "n_returned": 10, "duration_ms": 761.0, "error": null, "top_titles": ["Tsukuyomi: Moon Phase Special", "Maria†Holic: Runrun Riru Ranran Rara", "Girls & Panzer: Motto Love Love Sakusen desu!"], "top_ids": [2580, 10679, 61227]} +{"sample_index": 95, "mal_id": 431, "popularity": 99, "backend": "shikimori", "variant": "cjk_raw", "query": "ハウルの動く城", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 882.1, "error": null, "top_titles": ["Howl no Ugoku Shiro", "Sabaku no Takara no Shiro", "Sore Ike! Anpanman: Santa-san wo Sukue! Koori no Shiro no Christmas"], "top_ids": [431, 17427, 60471]} +{"sample_index": 96, "mal_id": 12189, "popularity": 100, "backend": "shikimori", "variant": "cjk_raw", "query": "氷菓", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 678.9, "error": null, "top_titles": ["Hyouka", "Hyouka: Motsubeki Mono wa", "Koori no Jouheki"], "top_ids": [12189, 13469, 60852]} +{"sample_index": 97, "mal_id": 35507, "popularity": 101, "backend": "shikimori", "variant": "cjk_raw", "query": "ようこそ実力至上主義の教室へ", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 1620.0, "error": null, "top_titles": ["Youkoso Jitsuryoku Shijou Shugi no Kyoushitsu e", "Youkoso Jitsuryoku Shijou Shugi no Kyoushitsu e PV", "Youkoso Jitsuryoku Shijou Shugi no Kyoushitsu e 3rd Season"], "top_ids": [35507, 30813, 51180]} +{"sample_index": 98, "mal_id": 14741, "popularity": 102, "backend": "shikimori", "variant": "cjk_raw", "query": "中二病でも恋がしたい!", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 769.3, "error": null, "top_titles": ["Chuunibyou demo Koi ga Shitai!", "Chuunibyou demo Koi ga Shitai! Ren", "Chuunibyou demo Koi ga Shitai! Lite"], "top_ids": [14741, 18671, 15687]} +{"sample_index": 99, "mal_id": 26243, "popularity": 103, "backend": "shikimori", "variant": "cjk_raw", "query": "終わりのセラフ", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 850.2, "error": null, "top_titles": ["Owari no Seraph", "Owari no Seraph: Kyuuketsuki Shahar", "Owari no Seraph: Nagoya Kessen-hen"], "top_ids": [26243, 31378, 28927]} +{"sample_index": 100, "mal_id": 52991, "popularity": 104, "backend": "shikimori", "variant": "cjk_raw", "query": "葬送のフリーレン", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 791.8, "error": null, "top_titles": ["Sousou no Frieren", "Sousou no Frieren: ●● no Mahou", "Sousou no Frieren 2nd Season"], "top_ids": [52991, 56885, 59978]} diff --git a/tools/search_eval/runs/mal_cjk100_runtime/meta.json b/tools/search_eval/runs/mal_cjk100_runtime/meta.json new file mode 100644 index 0000000..778429c --- /dev/null +++ b/tools/search_eval/runs/mal_cjk100_runtime/meta.json @@ -0,0 +1,4 @@ +{ + "elapsed_seconds": 233.0, + "proxy_used": true +} diff --git a/tools/search_eval/runs/mal_cjk100_runtime/summary.json b/tools/search_eval/runs/mal_cjk100_runtime/summary.json new file mode 100644 index 0000000..b24fc77 --- /dev/null +++ b/tools/search_eval/runs/mal_cjk100_runtime/summary.json @@ -0,0 +1,330 @@ +{ + "rates": { + "anilist|cjk_raw": { + "n": 100, + "hits": 19, + "errors": 78, + "top1": 16, + "hit_rate": 0.864, + "top1_rate": 0.727 + }, + "anilist|enhance_hira2kata": { + "n": 1, + "hits": 0, + "errors": 1, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "anilist|enhance_jaconv_norm": { + "n": 3, + "hits": 0, + "errors": 3, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "anilist|enhance_kata2hira": { + "n": 37, + "hits": 1, + "errors": 31, + "top1": 1, + "hit_rate": 0.167, + "top1_rate": 0.167 + }, + "anilist|enhance_raw": { + "n": 1, + "hits": 0, + "errors": 1, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "anilist|enhance_zh_simplified": { + "n": 7, + "hits": 0, + "errors": 6, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "anilist|enhance_zh_traditional": { + "n": 2, + "hits": 0, + "errors": 2, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "ann|cjk_raw": { + "n": 100, + "hits": 0, + "errors": 0, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "ann|enhance_hira2kata": { + "n": 1, + "hits": 0, + "errors": 0, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "ann|enhance_jaconv_norm": { + "n": 3, + "hits": 0, + "errors": 0, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "ann|enhance_kata2hira": { + "n": 37, + "hits": 0, + "errors": 0, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "ann|enhance_raw": { + "n": 1, + "hits": 0, + "errors": 0, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "jikan|cjk_raw": { + "n": 100, + "hits": 100, + "errors": 0, + "top1": 93, + "hit_rate": 1.0, + "top1_rate": 0.93 + }, + "jikan|enhance_hira2kata": { + "n": 1, + "hits": 1, + "errors": 0, + "top1": 1, + "hit_rate": 1.0, + "top1_rate": 1.0 + }, + "jikan|enhance_jaconv_norm": { + "n": 3, + "hits": 3, + "errors": 0, + "top1": 1, + "hit_rate": 1.0, + "top1_rate": 0.333 + }, + "jikan|enhance_kata2hira": { + "n": 37, + "hits": 12, + "errors": 0, + "top1": 5, + "hit_rate": 0.324, + "top1_rate": 0.135 + }, + "jikan|enhance_raw": { + "n": 1, + "hits": 1, + "errors": 0, + "top1": 1, + "hit_rate": 1.0, + "top1_rate": 1.0 + }, + "jikan|enhance_zh_simplified": { + "n": 7, + "hits": 7, + "errors": 0, + "top1": 3, + "hit_rate": 1.0, + "top1_rate": 0.429 + }, + "jikan|enhance_zh_traditional": { + "n": 2, + "hits": 2, + "errors": 0, + "top1": 2, + "hit_rate": 1.0, + "top1_rate": 1.0 + }, + "kitsu|cjk_raw": { + "n": 100, + "hits": 100, + "errors": 0, + "top1": 94, + "hit_rate": 1.0, + "top1_rate": 0.94 + }, + "kitsu|enhance_hira2kata": { + "n": 1, + "hits": 0, + "errors": 0, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "kitsu|enhance_jaconv_norm": { + "n": 3, + "hits": 1, + "errors": 0, + "top1": 1, + "hit_rate": 0.333, + "top1_rate": 0.333 + }, + "kitsu|enhance_kata2hira": { + "n": 37, + "hits": 9, + "errors": 0, + "top1": 7, + "hit_rate": 0.243, + "top1_rate": 0.189 + }, + "kitsu|enhance_raw": { + "n": 1, + "hits": 1, + "errors": 0, + "top1": 1, + "hit_rate": 1.0, + "top1_rate": 1.0 + }, + "kitsu|enhance_zh_simplified": { + "n": 7, + "hits": 5, + "errors": 0, + "top1": 5, + "hit_rate": 0.714, + "top1_rate": 0.714 + }, + "kitsu|enhance_zh_traditional": { + "n": 2, + "hits": 1, + "errors": 0, + "top1": 1, + "hit_rate": 0.5, + "top1_rate": 0.5 + }, + "shikimori|cjk_raw": { + "n": 100, + "hits": 100, + "errors": 0, + "top1": 86, + "hit_rate": 1.0, + "top1_rate": 0.86 + }, + "shikimori|enhance_hira2kata": { + "n": 1, + "hits": 0, + "errors": 0, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "shikimori|enhance_jaconv_norm": { + "n": 3, + "hits": 3, + "errors": 0, + "top1": 3, + "hit_rate": 1.0, + "top1_rate": 1.0 + }, + "shikimori|enhance_kata2hira": { + "n": 37, + "hits": 4, + "errors": 0, + "top1": 4, + "hit_rate": 0.108, + "top1_rate": 0.108 + }, + "shikimori|enhance_raw": { + "n": 1, + "hits": 1, + "errors": 0, + "top1": 1, + "hit_rate": 1.0, + "top1_rate": 1.0 + }, + "shikimori|enhance_zh_simplified": { + "n": 7, + "hits": 7, + "errors": 0, + "top1": 4, + "hit_rate": 1.0, + "top1_rate": 0.571 + }, + "shikimori|enhance_zh_traditional": { + "n": 2, + "hits": 2, + "errors": 0, + "top1": 1, + "hit_rate": 1.0, + "top1_rate": 0.5 + } + }, + "rescue": { + "anilist": { + "n": 100, + "raw_hit": 19, + "enhance_any_hit": 19, + "known_chinese_any_hit": 19, + "known_korean_any_hit": 19, + "known_latin_any_hit": 19, + "enhance_rescues": 0, + "known_chinese_rescues": 0, + "known_korean_rescues": 0, + "known_latin_rescues": 0 + }, + "ann": { + "n": 100, + "raw_hit": 0, + "enhance_any_hit": 0, + "known_chinese_any_hit": 0, + "known_korean_any_hit": 0, + "known_latin_any_hit": 0, + "enhance_rescues": 0, + "known_chinese_rescues": 0, + "known_korean_rescues": 0, + "known_latin_rescues": 0 + }, + "jikan": { + "n": 100, + "raw_hit": 100, + "enhance_any_hit": 100, + "known_chinese_any_hit": 100, + "known_korean_any_hit": 100, + "known_latin_any_hit": 100, + "enhance_rescues": 0, + "known_chinese_rescues": 0, + "known_korean_rescues": 0, + "known_latin_rescues": 0 + }, + "kitsu": { + "n": 100, + "raw_hit": 100, + "enhance_any_hit": 100, + "known_chinese_any_hit": 100, + "known_korean_any_hit": 100, + "known_latin_any_hit": 100, + "enhance_rescues": 0, + "known_chinese_rescues": 0, + "known_korean_rescues": 0, + "known_latin_rescues": 0 + }, + "shikimori": { + "n": 100, + "raw_hit": 100, + "enhance_any_hit": 100, + "known_chinese_any_hit": 100, + "known_korean_any_hit": 100, + "known_latin_any_hit": 100, + "enhance_rescues": 0, + "known_chinese_rescues": 0, + "known_korean_rescues": 0, + "known_latin_rescues": 0 + } + } +} diff --git a/tools/search_eval/runs/mal_cjk100_runtime/summary.md b/tools/search_eval/runs/mal_cjk100_runtime/summary.md new file mode 100644 index 0000000..03383f3 --- /dev/null +++ b/tools/search_eval/runs/mal_cjk100_runtime/summary.md @@ -0,0 +1,56 @@ +# MAL CJK100 Search Enhancement Evaluation + +- samples: 100 +- cells: 746 +- proxy used: True +- baseline query: sample CJK title from MAL/Jikan +- rule hit: MAL/Jikan ID where available, otherwise known title/alias match +- variant set: current runtime enhance output only + +## Backend Rescue + +| backend | samples | CJK raw hit | raw + current enhance hit | current enhance rescue | +|---|---:|---:|---:|---:| +| `anilist` | 100 | 19 (19%) | 19 (19%) | +0 | +| `ann` | 100 | 0 (0%) | 0 (0%) | +0 | +| `jikan` | 100 | 100 (100%) | 100 (100%) | +0 | +| `kitsu` | 100 | 100 (100%) | 100 (100%) | +0 | +| `shikimori` | 100 | 100 (100%) | 100 (100%) | +0 | + +## Variant Hit Rates + +| backend | variant | n | hits | hit rate | top1 | errors | +|---|---|---:|---:|---:|---:|---:| +| `anilist` | `cjk_raw` | 100 | 19 | 86% | 16 | 78 | +| `anilist` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 1 | +| `anilist` | `enhance_jaconv_norm` | 3 | 0 | 0% | 0 | 3 | +| `anilist` | `enhance_kata2hira` | 37 | 1 | 17% | 1 | 31 | +| `anilist` | `enhance_raw` | 1 | 0 | 0% | 0 | 1 | +| `anilist` | `enhance_zh_simplified` | 7 | 0 | 0% | 0 | 6 | +| `anilist` | `enhance_zh_traditional` | 2 | 0 | 0% | 0 | 2 | +| `ann` | `cjk_raw` | 100 | 0 | 0% | 0 | 0 | +| `ann` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | +| `ann` | `enhance_jaconv_norm` | 3 | 0 | 0% | 0 | 0 | +| `ann` | `enhance_kata2hira` | 37 | 0 | 0% | 0 | 0 | +| `ann` | `enhance_raw` | 1 | 0 | 0% | 0 | 0 | +| `jikan` | `cjk_raw` | 100 | 100 | 100% | 93 | 0 | +| `jikan` | `enhance_hira2kata` | 1 | 1 | 100% | 1 | 0 | +| `jikan` | `enhance_jaconv_norm` | 3 | 3 | 100% | 1 | 0 | +| `jikan` | `enhance_kata2hira` | 37 | 12 | 32% | 5 | 0 | +| `jikan` | `enhance_raw` | 1 | 1 | 100% | 1 | 0 | +| `jikan` | `enhance_zh_simplified` | 7 | 7 | 100% | 3 | 0 | +| `jikan` | `enhance_zh_traditional` | 2 | 2 | 100% | 2 | 0 | +| `kitsu` | `cjk_raw` | 100 | 100 | 100% | 94 | 0 | +| `kitsu` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | +| `kitsu` | `enhance_jaconv_norm` | 3 | 1 | 33% | 1 | 0 | +| `kitsu` | `enhance_kata2hira` | 37 | 9 | 24% | 7 | 0 | +| `kitsu` | `enhance_raw` | 1 | 1 | 100% | 1 | 0 | +| `kitsu` | `enhance_zh_simplified` | 7 | 5 | 71% | 5 | 0 | +| `kitsu` | `enhance_zh_traditional` | 2 | 1 | 50% | 1 | 0 | +| `shikimori` | `cjk_raw` | 100 | 100 | 100% | 86 | 0 | +| `shikimori` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | +| `shikimori` | `enhance_jaconv_norm` | 3 | 3 | 100% | 3 | 0 | +| `shikimori` | `enhance_kata2hira` | 37 | 4 | 11% | 4 | 0 | +| `shikimori` | `enhance_raw` | 1 | 1 | 100% | 1 | 0 | +| `shikimori` | `enhance_zh_simplified` | 7 | 7 | 100% | 4 | 0 | +| `shikimori` | `enhance_zh_traditional` | 2 | 2 | 100% | 1 | 0 | diff --git a/tools/search_eval/samples/mal_multilingual_anime100.json b/tools/search_eval/samples/mal_multilingual_anime100.json new file mode 100644 index 0000000..7b7ec96 --- /dev/null +++ b/tools/search_eval/samples/mal_multilingual_anime100.json @@ -0,0 +1,7396 @@ +{ + "schema": "animedex.search_eval.mal_multilingual_anime.v1", + "description": "Top-popularity MAL anime samples with at least one CJK title and at least one Latin/English title, collected via Jikan.", + "selection": { + "source_endpoint": "https://api.jikan.moe/v4/top/anime?filter=bypopularity", + "minimum_count": 100, + "required_cjk_title": "one or more of Japanese kana, Han characters, or Korean Hangul", + "required_latin_title": true, + "complexity_filter": "at least three recorded complexity reasons", + "pages_scanned": 5, + "proxy_used": true + }, + "coverage": { + "japanese_kana": 92, + "han": 63, + "korean_hangul": 0, + "mixed_cjk_latin_title": 19 + }, + "count": 100, + "samples": [ + { + "type": "anime", + "mal_id": 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"korean_title": "데스노트 (애니메이션)", + "chinese_titles_cn": [ + { + "title": "死亡笔记", + "source": "Wikidata zh alias", + "url": "https://www.wikidata.org/wiki/Q718624", + "confidence": "medium", + "region": "zh_cn", + "note": "Generic simplified Chinese alias; no explicit Mainland formal title was found in the checked sources." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "死亡筆記", + "source": "Chinese Wikipedia formal Hong Kong title", + "url": "https://zh.wikipedia.org/wiki/%E6%AD%BB%E4%BA%A1%E7%AD%86%E8%A8%98", + "confidence": "high", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "死亡筆記本", + "source": "Chinese Wikipedia formal Taiwan title", + "url": "https://zh.wikipedia.org/wiki/%E6%AD%BB%E4%BA%A1%E7%AD%86%E8%A8%98", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "死亡笔记", + "chinese_title_hk_mo": "死亡筆記", + "chinese_title_tw": "死亡筆記本" + }, + { + "type": "anime", + "mal_id": 5114, + "url": 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+ { + "type": "Japanese", + "title": "鋼の錬金術師 FULLMETAL ALCHEMIST" + }, + { + "type": "English", + "title": "Fullmetal Alchemist: Brotherhood" + }, + { + "type": "French", + "title": "Fullmetal Alchemist Brotherhood" + } + ], + "aliases": [ + "Fullmetal Alchemist: Brotherhood", + "鋼の錬金術師 FULLMETAL ALCHEMIST", + "Hagane no Renkinjutsushi: Fullmetal Alchemist", + "Fullmetal Alchemist (2009)", + "FMA", + "FMAB", + "Fullmetal Alchemist Brotherhood" + ], + "ids": { + "mal": 5114, + "jikan": 5114 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "mixed CJK+Latin title string", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:00Z", + "wikidata_ids": [ + "Q437808" + ], + "chinese_titles": [ + { + "title": "钢之炼金术师 FULLMETAL ALCHEMIST", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "钢之炼金术师 FULLMETAL ALCHEMIST", + "source": "AniList synonym", + "url": "https://anilist.co/anime/5114", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "鋼之鍊金術師 FULLMETAL ALCHEMIST", + "source": "Wikidata zh label", + "url": "https://www.wikidata.org/wiki/Q437808", + "confidence": "medium", + "region": "zh_hk_mo" + }, + { + "title": "鋼之鍊金術師FA", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E9%8B%BC%E4%B9%8B%E9%8D%8A%E9%87%91%E8%A1%93%E5%B8%AB_FULLMETAL_ALCHEMIST", + "confidence": "medium", + "region": "zh_hk_mo" + }, + { + "title": "鋼之鍊金術師 FULLMETAL ALCHEMIST", + "source": "Wikidata zh label", + "url": "https://www.wikidata.org/wiki/Q437808", + "confidence": "medium", + "region": "zh_tw" + }, + { + "title": "鋼之鍊金術師FA", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E9%8B%BC%E4%B9%8B%E9%8D%8A%E9%87%91%E8%A1%93%E5%B8%AB_FULLMETAL_ALCHEMIST", + "confidence": "medium", + "region": "zh_tw" + }, + { + "title": "鋼之鍊金術師 FULLMETAL ALCHEMIST", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E9%8B%BC%E4%B9%8B%E9%8D%8A%E9%87%91%E8%A1%93%E5%B8%AB_FULLMETAL_ALCHEMIST", + "confidence": "medium" + }, + { + "title": "鋼之鍊金術師FA", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q437808", + "confidence": "medium" + }, + { + "title": "钢之炼金术师FA", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q437808", + "confidence": "medium" + }, + { + "title": "钢之炼金术师 FULLMETAL ALCHEMIST", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "강철의 연금술사 BROTHERHOOD", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": 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"鋼之鍊金術師FA", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E9%8B%BC%E4%B9%8B%E9%8D%8A%E9%87%91%E8%A1%93%E5%B8%AB_FULLMETAL_ALCHEMIST", + "confidence": "medium", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "鋼之鍊金術師 FULLMETAL ALCHEMIST", + "source": "Wikidata zh label", + "url": "https://www.wikidata.org/wiki/Q437808", + "confidence": "medium", + "region": "zh_tw" + }, + { + "title": "鋼之鍊金術師FA", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E9%8B%BC%E4%B9%8B%E9%8D%8A%E9%87%91%E8%A1%93%E5%B8%AB_FULLMETAL_ALCHEMIST", + "confidence": "medium", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [ + "The checked sources did not clearly distinguish Hong Kong/Macau and Taiwan titles for this TV entry." + ], + "chinese_title_cn": "钢之炼金术师 FULLMETAL ALCHEMIST", + "chinese_title_hk_mo": "鋼之鍊金術師 FULLMETAL ALCHEMIST", + "chinese_title_tw": "鋼之鍊金術師 FULLMETAL ALCHEMIST" + }, + { + "type": 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"ko" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "一拳超人", + "chinese_title_hk_mo": "一拳超人", + "chinese_title_tw": "一拳超人" + }, + { + "type": "anime", + "mal_id": 38000, + "url": "https://myanimelist.net/anime/38000/Kimetsu_no_Yaiba", + "rank": 232, + "popularity": 5, + "score": 8.4, + "members": 3452049, + "year": 2019, + "default_title": "Kimetsu no Yaiba", + "english_title": "Demon Slayer: Kimetsu no Yaiba", + "cjk_title": "鬼滅の刃", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "鬼滅の刃" + ], + "latin_titles": [ + "Kimetsu no Yaiba", + "Blade of Demon Destruction", + "Demon Slayer: Kimetsu no Yaiba", + "Demon Slayer", + "Guardianes De La Noche: Kimetsu no Yaiba", + "Demon Slayer" + ], + "titles": [ + { + "type": "Default", + "title": "Kimetsu no Yaiba" + }, + { + "type": "Synonym", + "title": "Blade of Demon Destruction" + }, + { + "type": "Japanese", + "title": "鬼滅の刃" + }, + { + "type": "English", + "title": "Demon Slayer: Kimetsu no Yaiba" + }, + { + "type": "German", + "title": "Demon Slayer" + }, + { + "type": "Spanish", + "title": "Guardianes De La Noche: Kimetsu no Yaiba" + }, + { + "type": "French", + "title": "Demon Slayer" + } + ], + "aliases": [ + "Kimetsu no Yaiba", + "Demon Slayer: Kimetsu no Yaiba", + "鬼滅の刃", + "Blade of Demon Destruction", + "Demon Slayer", + "Guardianes De La Noche: Kimetsu no Yaiba" + ], + "ids": { + "mal": 38000, + "jikan": 38000 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:00Z", + "wikidata_ids": [ + "Q105847391" + ], + "chinese_titles": [ + { + "title": "鬼灭之刃", + "source": "anilist_synonym", + "url": 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"https://zh.wikipedia.org/wiki/Code_Geass_%E5%8F%8D%E5%8F%9B%E7%9A%84%E9%AD%AF%E8%B7%AF%E4%BF%AE", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [ + "No source-backed Mainland China title was found in the checked sources." + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": "反叛的魯路修", + "chinese_title_tw": "Code Geass 反叛的魯路修" + }, + { + "type": "anime", + "mal_id": 31240, + "url": "https://myanimelist.net/anime/31240/Re_Zero_kara_Hajimeru_Isekai_Seikatsu", + "rank": 388, + "popularity": 23, + "score": 8.25, + "members": 2462337, + "year": 2016, + "default_title": "Re:Zero kara Hajimeru Isekai Seikatsu", + "english_title": "Re:ZERO -Starting Life in Another World-", + "cjk_title": "Re:ゼロから始める異世界生活", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "Re:ゼロから始める異世界生活" + ], + "latin_titles": [ + "Re:Zero kara Hajimeru Isekai Seikatsu", + "Re: Life in a different world from zero", + "ReZero", + "Re:ZERO -Starting Life in Another 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en un mundo diferente-", + "Re:Zero -Starting Life in Another World-" + ], + "ids": { + "mal": 31240, + "jikan": 31240 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "mixed CJK+Latin title string", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:00Z", + "wikidata_ids": [ + "Q85676876" + ], + "chinese_titles": [ + { + "title": "Re：从零开始的异世界生活", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "Re：从零开始的异世界生活", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21355", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "Re:從零開始的異世界生活 第一季", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q85676876", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "Re:從零開始的異世界生活 第一季", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q85676876", + "confidence": "medium" + }, + { + "title": "Re：从零开始的异世界生活", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "anilist_id": 21355, + "chinese_title": "Re:從零開始的異世界生活 第一季", + "korean_title": "Re: 제로부터 시작하는 이세계 생활", + "chinese_titles_cn": [ + { + "title": "Re：从零开始的异世界生活", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "Re：从零开始的异世界生活", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21355", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "Re:從零開始的異世界生活 第一季", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q85676876", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "Re: 제로부터 시작하는 이세계 생활", + "source": "Apple TV Korea", + "url": "https://tv.apple.com/kr/show/re-%E1%84%8C%E1%85%A6%E1%84%85%E1%85%A9%E1%84%87%E1%85%AE%E1%84%90%E1%85%A5-%E1%84%89%E1%85%B5%E1%84%8C%E1%85%A1%E1%86%A8%E1%84%92%E1%85%A1%E1%86%AB%E1%85%B3%E1%86%AB-%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A6%E1%84%80%E1%85%A8-%E1%84%89%E1%85%A2%E1%86%BC%E1%84%92%E1%85%AA%E1%86%AF/umc.cmc.4zdqlm8jim5xrtehsf1w67ano", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_title_cn": "Re：从零开始的异世界生活", + "chinese_title_hk_mo": null, + "chinese_title_tw": "Re:從零開始的異世界生活 第一季" 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+ "title": "Your Lie in April" + } + ], + "aliases": [ + "Shigatsu wa Kimi no Uso", + "Your Lie in April", + "四月は君の嘘", + "Kimiuso", + "Shigatsu Wa Kimi No Uso - Sekunden in Moll" + ], + "ids": { + "mal": 23273, + "jikan": 23273 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:00Z", + "wikidata_ids": [ + "Q91333870" + ], + "korean_titles": [ + { + "title": "4월은 너의 거짓말", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q91333870" + }, + { + "title": "4월은 너의 거짓말", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q91333870", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 20665, + "chinese_titles": [ + { + "title": "四月是你的谎言", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "四月是你的谎言", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20665", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "四月是你的謊言", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%9B%9B%E6%9C%88%E6%98%AF%E4%BD%A0%E7%9A%84%E8%AC%8A%E8%A8%80", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + }, + { + "title": "四月是你的谎言", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "四月是你的谎言", + "korean_title": "4월은 너의 거짓말", + "chinese_titles_cn": [ + { + "title": "四月是你的谎言", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "四月是你的谎言", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20665", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "四月是你的謊言", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%9B%9B%E6%9C%88%E6%98%AF%E4%BD%A0%E7%9A%84%E8%AC%8A%E8%A8%80", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "title_enrichment_notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_title_cn": "四月是你的谎言", + "chinese_title_hk_mo": null, + "chinese_title_tw": "四月是你的謊言" + }, + { + "type": "anime", + "mal_id": 36456, + "url": "https://myanimelist.net/anime/36456/Boku_no_Hero_Academia_3rd_Season", + "rank": 787, + "popularity": 25, + "score": 7.98, + "members": 2384829, + "year": 2018, + "default_title": "Boku no Hero Academia 3rd Season", + "english_title": "My Hero Academia Season 3", + "cjk_title": "僕のヒーローアカデミア", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "僕のヒーローアカデミア" + ], + "latin_titles": [ + "Boku no Hero Academia 3rd Season", + "My Hero Academia Season 3", + "My Hero Academia 3. Staffel", + "My Hero Academia Temporada 3", + "My Hero Academia Saison 3" + ], + "titles": [ + { + "type": "Default", + "title": "Boku no Hero Academia 3rd Season" + }, + { + "type": "Japanese", + "title": "僕のヒーローアカデミア" + }, + { + "type": "English", + "title": "My Hero Academia Season 3" + }, + { + "type": "German", + "title": "My Hero Academia 3. Staffel" + }, + { + "type": "Spanish", + "title": "My Hero Academia Temporada 3" + }, + { + "type": "French", + "title": "My Hero Academia Saison 3" + } + ], + "aliases": [ + "Boku no Hero Academia 3rd Season", + "My Hero Academia Season 3", + "僕のヒーローアカデミア", + "My Hero Academia 3. Staffel", + "My Hero Academia Temporada 3", + "My Hero Academia Saison 3" + ], + "ids": { + "mal": 36456, + "jikan": 36456 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:00Z", + "wikidata_ids": [ + "Q56276223" + ], + "anilist_id": 100166, + "chinese_titles": [ + { + "title": "我的英雄学院 3", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "我的英雄学院第三季", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "我的英雄学院第三季", + "source": "AniList synonym", + "url": "https://anilist.co/anime/100166", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese season synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "我的英雄学园", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China formal franchise title, not season-specific." + }, + { + "title": "我的英雄学院", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "region": "zh_hk_mo", + "note": "Hong Kong/Macau formal franchise title, not season-specific." + }, + { + "title": "我的英雄学院", + "source": "Chinese Wikipedia regional formal title", + "url": 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+ "region": "zh_cn", + "note": "Simplified Chinese season synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "我的英雄学园", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China formal franchise title, not season-specific." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "我的英雄学院", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "region": "zh_hk_mo", + "note": "Hong Kong/Macau formal franchise title, not season-specific." + } + ], + "chinese_titles_tw": [ + { + "title": "我的英雄学院", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "region": "zh_tw", + "note": "Taiwan formal franchise title, not season-specific." + } + ], + "korean_titles": [ + { + "title": "나의 히어로 아카데미아 3기", + "source": "Kinolights", + "url": "https://m.kinolights.com/title/84843", + "confidence": "high", + "region": "ko" + }, + { + "title": "나의 히어로 아카데미아 3기", + "source": "Daum News / Animax Korea report", + "url": "https://v.daum.net/v/obsQ17ZuWo?f=p", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No mainstream Korean source-backed title was recorded in this first pass." + ], + "chinese_title_cn": "我的英雄学院 3", + "chinese_title_hk_mo": "我的英雄学院", + "chinese_title_tw": "我的英雄学院" + }, + { + "type": "anime", + "mal_id": 4224, + "url": "https://myanimelist.net/anime/4224/Toradora", + "rank": 709, + "popularity": 26, + "score": 8.04, + "members": 2368272, + "year": 2008, + "default_title": "Toradora!", + "english_title": "Toradora!", + "cjk_title": "とらドラ！", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "とらドラ！" + ], + "latin_titles": [ + "Toradora!", + "Tiger X Dragon", + "Toradora!" + ], + "titles": [ + { + "type": "Default", + "title": "Toradora!" + }, + { + "type": "Synonym", + "title": "Tiger X Dragon" + }, + { + "type": "Japanese", + "title": "とらドラ！" + }, + { + "type": "English", + "title": "Toradora!" + } + ], + "aliases": [ + "Toradora!", + "とらドラ！", + "Tiger X Dragon" + ], + "ids": { + "mal": 4224, + "jikan": 4224 + }, + "complexity_reasons": [ + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q61400349" + ], + "korean_titles": [ + { + "title": "토라도라!", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q61400349" + }, + { + "title": "토라도라!", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q61400349", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 4224, + "chinese_titles": [ + { + "title": "龙与虎", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "龙与虎", + "source": "AniList synonym", + "url": "https://anilist.co/anime/4224", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "虎與龍", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E9%BE%99%E4%B8%8E%E8%99%8E", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + }, + { + "title": "龙与虎", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "龙与虎", + "korean_title": "토라도라!", + "chinese_titles_cn": [ + { + "title": "龙与虎", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "龙与虎", + "source": "AniList synonym", + "url": "https://anilist.co/anime/4224", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "虎與龍", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E9%BE%99%E4%B8%8E%E8%99%8E", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "title_enrichment_notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_title_cn": "龙与虎", + "chinese_title_hk_mo": null, + "chinese_title_tw": "虎與龍" + }, + { + "type": "anime", + "mal_id": 32182, + "url": "https://myanimelist.net/anime/32182/Mob_Psycho_100", + "rank": 172, + "popularity": 27, + "score": 8.49, + "members": 2322835, + "year": 2016, + "default_title": "Mob Psycho 100", + "english_title": "Mob Psycho 100", + "cjk_title": "モブサイコ100", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "モブサイコ100" + ], + "latin_titles": [ + "Mob Psycho 100", + "Mob Psycho Hyaku", + "Mob Psycho One Hundred", + "Mob Psycho 100" + ], + "titles": [ + { + "type": "Default", + "title": "Mob Psycho 100" + }, + { + "type": "Synonym", + "title": "Mob Psycho Hyaku" + }, + { + "type": "Synonym", + "title": "Mob Psycho One Hundred" + }, + { + "type": "Japanese", + "title": "モブサイコ100" + }, + { + "type": "English", + "title": "Mob Psycho 100" + } + ], + "aliases": [ + "Mob Psycho 100", + "モブサイコ100", + "Mob Psycho Hyaku", + "Mob Psycho One Hundred" + ], + "ids": { + "mal": 32182, + "jikan": 32182 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "season/part/number marker", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q114009808" + ], + "anilist_id": 21507, + "chinese_title": null, + "korean_title": "모브 사이코 100", + "chinese_titles_cn": [ + { + "title": "路人超能100", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland animation title listed by Chinese Wikipedia." + }, + { + "title": "灵能百分百", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "medium", + "region": "zh_cn", + "note": "Mainland title listed by Chinese Wikipedia." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "路人超能100", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "모브 사이코 100", + "source": "Netflix Korea", + "url": "https://www.netflix.com/kr/title/80179798", + "confidence": "high", + "region": "ko" + }, + { + "title": "모브사이코100", + "source": "Apple TV Korea", + "url": "https://tv.apple.com/kr/show/%E1%84%86%E1%85%A9%E1%84%87%E1%85%B3%E1%84%89%E1%85%A1%E1%84%8B%E1%85%B5%E1%84%8F%E1%85%A9100/umc.cmc.3fcfxpl733t5fzl2ob612r3on", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_titles": [ + { + "title": "路人超能100", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland animation title listed by Chinese Wikipedia." + }, + { + "title": "灵能百分百", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "medium", + "region": "zh_cn", + "note": "Mainland title listed by Chinese Wikipedia." + }, + { + "title": "路人超能100", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "high", + "region": "zh_tw" + } + ], + "chinese_title_cn": "路人超能100", + "chinese_title_hk_mo": null, + "chinese_title_tw": "路人超能100" + }, + { + "type": "anime", + "mal_id": 20507, + "url": "https://myanimelist.net/anime/20507/Noragami", + "rank": 858, + "popularity": 28, + "score": 7.94, + "members": 2317912, + "year": 2014, + "default_title": "Noragami", + "english_title": "Noragami", + "cjk_title": "ノラガミ", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "ノラガミ" + ], + "latin_titles": [ + "Noragami", + "Noragami" + ], + "titles": [ + { + "type": "Default", + "title": "Noragami" + }, + { + "type": "Japanese", + "title": "ノラガミ" + }, + { + "type": "English", + "title": "Noragami" + } + ], + "aliases": [ + "Noragami", + "ノラガミ" + ], + "ids": { + "mal": 20507, + "jikan": 20507 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q134397569" + ], + "anilist_id": 20447, + "chinese_titles": [ + { + "title": "野良神", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "野良神", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "流浪神差", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high", + "region": "zh_hk_mo" + }, + { + "title": "流浪神差", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "野良神", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "野良神", + "korean_title": "노라가미", + "chinese_titles_cn": [ + { + "title": "野良神", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "野良神", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "流浪神差", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "流浪神差", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "노라가미", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EB%85%B8%EB%9D%BC%EA%B0%80%EB%AF%B8", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "野良神", + "chinese_title_hk_mo": "流浪神差", + "chinese_title_tw": "流浪神差" + }, + { + "type": "anime", + "mal_id": 31043, + "url": "https://myanimelist.net/anime/31043/Boku_dake_ga_Inai_Machi", + "rank": 313, + "popularity": 29, + "score": 8.31, + "members": 2295776, + "year": 2016, + "default_title": "Boku dake ga Inai Machi", + "english_title": "Erased", + "cjk_title": "僕だけがいない街", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "僕だけがいない街" + ], + "latin_titles": [ + "Boku dake ga Inai Machi", + "The Town Where Only I am Missing", + "BokuMachi", + "Erased", + "ERASED - Die Stadt, in der es mich nicht gibt -", + "Desaparecido", + "ERASED" + ], + "titles": [ + { + "type": "Default", + "title": "Boku dake ga Inai Machi" + }, + { + "type": "Synonym", + "title": "The Town Where Only I am Missing" + }, + { + "type": "Synonym", + "title": "BokuMachi" + }, + { + "type": "Japanese", + "title": "僕だけがいない街" + }, + { + "type": "English", + "title": "Erased" + }, + { + "type": "German", + "title": "ERASED - Die Stadt, in der es mich nicht gibt -" + }, + { + "type": "Spanish", + "title": "Desaparecido" + }, + { + "type": "French", + "title": "ERASED" + } + ], + "aliases": [ + "Boku dake ga Inai Machi", + "Erased", + "僕だけがいない街", + "The Town Where Only I am Missing", + "BokuMachi", + "ERASED - Die Stadt, in der es mich nicht gibt -", + "Desaparecido", + "ERASED" + ], + "ids": { + "mal": 31043, + "jikan": 31043 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q59958500" + ], + "anilist_id": 21234, + "chinese_title": null, + "korean_title": "나만이 없는 거리", + "chinese_titles_cn": [ + { + "title": "只有我不存在的城市", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%8F%AA%E6%9C%89%E6%88%91%E4%B8%8D%E5%AD%98%E5%9C%A8%E7%9A%84%E5%9F%8E%E5%B8%82", + "confidence": "medium", + "region": "zh_cn", + "note": "Chinese page title; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "只有我不存在的城市", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%8F%AA%E6%9C%89%E6%88%91%E4%B8%8D%E5%AD%98%E5%9C%A8%E7%9A%84%E5%9F%8E%E5%B8%82", + "confidence": "medium", + "region": "zh_tw", + "note": "Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "나만이 없는 거리", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EB%82%98%EB%A7%8C%EC%9D%B4_%EC%97%86%EB%8A%94_%EA%B1%B0%EB%A6%AC", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_titles": [ + { + "title": "只有我不存在的城市", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%8F%AA%E6%9C%89%E6%88%91%E4%B8%8D%E5%AD%98%E5%9C%A8%E7%9A%84%E5%9F%8E%E5%B8%82", + "confidence": "medium", + "region": "zh_cn", + "note": "Chinese page title; source does not explicitly distinguish Mainland China." + }, + { + "title": "只有我不存在的城市", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%8F%AA%E6%9C%89%E6%88%91%E4%B8%8D%E5%AD%98%E5%9C%A8%E7%9A%84%E5%9F%8E%E5%B8%82", + "confidence": "medium", + "region": "zh_tw", + "note": "Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "chinese_title_cn": "只有我不存在的城市", + "chinese_title_hk_mo": null, + "chinese_title_tw": "只有我不存在的城市" + }, + { + "type": "anime", + "mal_id": 40028, + "url": "https://myanimelist.net/anime/40028/Shingeki_no_Kyojin__The_Final_Season", + "rank": 39, + "popularity": 30, + "score": 8.79, + "members": 2292494, + "year": 2021, + "default_title": "Shingeki no Kyojin: The Final Season", + "english_title": "Attack on Titan: Final Season", + "cjk_title": "進撃の巨人 The Final Season", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "進撃の巨人 The Final Season" + ], + "latin_titles": [ + "Shingeki no Kyojin: The Final Season", + "Shingeki no Kyojin Season 4", + "Attack on Titan Season 4", + "Attack on Titan: Final Season", + "Attack on Titan Final Season", + "Ataque a los Titanes Temporada Final", + "L'Attaque des Titans Saison Finale" + ], + "titles": [ + { + "type": "Default", + "title": "Shingeki no Kyojin: The Final Season" + }, + { + "type": "Synonym", + "title": "Shingeki no Kyojin Season 4" + }, + { + "type": "Synonym", + "title": "Attack on Titan Season 4" + }, + { + "type": "Japanese", + "title": "進撃の巨人 The Final Season" + }, + { + "type": "English", + "title": "Attack on Titan: Final Season" + }, + { + "type": "German", + "title": "Attack on Titan Final Season" + }, + { + "type": "Spanish", + "title": "Ataque a los Titanes Temporada Final" + }, + { + "type": "French", + "title": "L'Attaque des Titans Saison Finale" + } + ], + "aliases": [ + "Shingeki no Kyojin: The Final Season", + "Attack on Titan: Final Season", + "進撃の巨人 The Final Season", + "Shingeki no Kyojin Season 4", + "Attack on Titan Season 4", + "Attack on Titan Final Season", + "Ataque a los Titanes Temporada Final", + "L'Attaque des Titans Saison Finale" + ], + "ids": { + "mal": 40028, + "jikan": 40028 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "mixed CJK+Latin title string", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q100332172" + ], + "anilist_id": 110277, + "korean_titles": [ + { + "title": "진격의 거인 더 파이널 시즌", + "language": "ko", + "source": "anilist_synonym", + "source_url": "https://anilist.co/search/anime" + }, + { + "title": "진격의 거인 더 파이널 시즌", + "source": "AniList synonym", + "url": "https://anilist.co/anime/110277", + "confidence": "high", + "region": "ko" + } + ], + "chinese_title": null, + "korean_title": "진격의 거인 더 파이널 시즌", + "chinese_titles_cn": [ + { + "title": "进击的巨人 最终季", + "source": "LAFTEL zh-Hans", + "url": "https://laftel.tv/zh-Hans/series/9/19", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "進擊的巨人 The Final Season", + "source": "Bahamut Anime Crazy", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=20675", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "進擊的巨人Final Season", + "source": "MyVideo Taiwan", + "url": "https://www.myvideo.net.tw/details/3/14196", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [ + "No source-backed regional Chinese title for this season was recorded in this first pass.", + "No Hong Kong/Macau-specific title was found in this pass." + ], + "chinese_titles": [ + { + "title": "进击的巨人 最终季", + "source": "LAFTEL zh-Hans", + "url": "https://laftel.tv/zh-Hans/series/9/19", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "進擊的巨人 The Final Season", + "source": "Bahamut Anime Crazy", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=20675", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "進擊的巨人Final Season", + "source": "MyVideo Taiwan", + "url": "https://www.myvideo.net.tw/details/3/14196", + "confidence": "high", + "region": "zh_tw" + } + ], + "chinese_title_cn": "进击的巨人 最终季", + "chinese_title_hk_mo": null, + "chinese_title_tw": "進擊的巨人 The Final Season" + }, + { + "type": "anime", + "mal_id": 22199, + "url": "https://myanimelist.net/anime/22199/Akame_ga_Kill", + "rank": 2339, + "popularity": 31, + "score": 7.48, + "members": 2272044, + "year": 2014, + "default_title": "Akame ga Kill!", + "english_title": "Akame ga Kill!", + "cjk_title": "アカメが斬る！", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "アカメが斬る！" + ], + "latin_titles": [ + "Akame ga Kill!", + "Akame ga Kiru!", + "Akame ga Kill!", + "Red Eyes Sword - Akame ga Kill!" + ], + "titles": [ + { + "type": "Default", + "title": "Akame ga Kill!" + }, + { + "type": "Synonym", + "title": "Akame ga Kiru!" + }, + { + "type": "Japanese", + "title": "アカメが斬る！" + }, + { + "type": "English", + "title": "Akame ga Kill!" + }, + { + "type": "French", + "title": "Red Eyes Sword - Akame ga Kill!" + } + ], + "aliases": [ + "Akame ga Kill!", + "アカメが斬る！", + "Akame ga Kiru!", + "Red Eyes Sword - Akame ga Kill!" + ], + "ids": { + "mal": 22199, + "jikan": 22199 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q57312224" + ], + "korean_titles": [ + { + "title": "아카메가 벤다!", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q57312224" + }, + { + "title": "아카메가 벤다!", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q57312224", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 20613, + "chinese_titles": [ + { + "title": "斬！赤紅之瞳", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "斬！赤紅之瞳", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20613", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese synonym; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + }, + { + "title": "斬！赤紅之瞳", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "斬！赤紅之瞳", + "korean_title": "아카메가 벤다!", + "chinese_titles_cn": [ + { + "title": "斬！赤紅之瞳", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "斬！赤紅之瞳", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20613", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese synonym; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "title_enrichment_notes": [ + "No Mainland China or Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_title_cn": "斬！赤紅之瞳", + "chinese_title_hk_mo": null, + "chinese_title_tw": "斬！赤紅之瞳" + }, + { + "type": "anime", + "mal_id": 24833, + "url": "https://myanimelist.net/anime/24833/Ansatsu_Kyoushitsu", + "rank": 643, + "popularity": 32, + "score": 8.07, + "members": 2217378, + "year": 2015, + "default_title": "Ansatsu Kyoushitsu", + "english_title": "Assassination Classroom", + "cjk_title": "暗殺教室", + "cjk_scripts": [ + "han" + ], + "cjk_titles": [ + "暗殺教室" + ], + "latin_titles": [ + "Ansatsu Kyoushitsu", + "Assassination Classroom", + "Assassination Classroom", + "Assassination Classroom", + "Assassination Classroom" + ], + "titles": [ + { + "type": "Default", + "title": "Ansatsu Kyoushitsu" + }, + { + "type": "Japanese", + "title": "暗殺教室" + }, + { + "type": "English", + "title": "Assassination Classroom" + }, + { + "type": "German", + "title": "Assassination Classroom" + }, + { + "type": "Spanish", + "title": "Assassination Classroom" + }, + { + "type": "French", + "title": "Assassination Classroom" + } + ], + "aliases": [ + "Ansatsu Kyoushitsu", + "Assassination Classroom", + "暗殺教室" + ], + "ids": { + "mal": 24833, + "jikan": 24833 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q50376961" + ], + "chinese_titles": [ + { + "title": "暗殺教室", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E6%9A%97%E6%AE%BA%E6%95%99%E5%AE%A4_(%E5%8B%95%E7%95%AB)", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + }, + { + "title": "暗殺教室 (動畫)", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E6%9A%97%E6%AE%BA%E6%95%99%E5%AE%A4_%28%E5%8B%95%E7%95%AB%29", + "confidence": "medium" + }, + { + "title": "暗殺教室", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q50376961", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "암살교실", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q50376961" + }, + { + "title": "암살교실", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q50376961", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 20755, + "chinese_title": "暗殺教室 (動畫)", + "korean_title": "암살교실", + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "暗殺教室", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E6%9A%97%E6%AE%BA%E6%95%99%E5%AE%A4_(%E5%8B%95%E7%95%AB)", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "title_enrichment_notes": [ + "No Mainland China or Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": null, + "chinese_title_tw": "暗殺教室" + }, + { + "type": "anime", + "mal_id": 23755, + "url": "https://myanimelist.net/anime/23755/Nanatsu_no_Taizai", + "rank": 1830, + "popularity": 33, + "score": 7.6, + "members": 2212586, + "year": 2014, + "default_title": "Nanatsu no Taizai", + "english_title": "The Seven Deadly Sins", + "cjk_title": "七つの大罪", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "七つの大罪" + ], + "latin_titles": [ + "Nanatsu no Taizai", + "The Seven Deadly Sins", + "The Seven Deadly Sins", + "The Seven Deadly Sins" + ], + "titles": [ + { + "type": "Default", + "title": "Nanatsu no Taizai" + }, + { + "type": "Japanese", + "title": "七つの大罪" + }, + { + "type": "English", + "title": "The Seven Deadly Sins" + }, + { + "type": "German", + "title": "The Seven Deadly Sins" + }, + { + "type": "French", + "title": "The Seven Deadly Sins" + } + ], + "aliases": [ + "Nanatsu no Taizai", + "The Seven Deadly Sins", + "七つの大罪" + ], + "ids": { + "mal": 23755, + "jikan": 23755 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q63093010" + ], + "anilist_id": 20789, + "chinese_titles": [ + { + "title": "七大罪", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "七大罪", + "source": "Wikidata Chinese label", + "url": "https://www.wikidata.org/wiki/Q9048543", + "confidence": "medium", + "region": "zh_cn", + "note": "General Chinese label; source does not explicitly distinguish Mainland China." + }, + { + "title": "七大罪", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q9048543", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "七大罪", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "七大罪", + "korean_title": "일곱 개의 대죄", + "chinese_titles_cn": [ + { + "title": "七大罪", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "七大罪", + "source": "Wikidata Chinese label", + "url": "https://www.wikidata.org/wiki/Q9048543", + "confidence": "medium", + "region": "zh_cn", + "note": "General Chinese label; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "七大罪", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q9048543", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "일곱 개의 대죄", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%9D%BC%EA%B3%B1_%EA%B0%9C%EC%9D%98_%EB%8C%80%EC%A3%84_(%EB%A7%8C%ED%99%94)", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_title_cn": "七大罪", + "chinese_title_hk_mo": null, + "chinese_title_tw": "七大罪" + }, + { + "type": "anime", + "mal_id": 269, + "url": "https://myanimelist.net/anime/269/Bleach", + "rank": 766, + "popularity": 34, + "score": 7.99, + "members": 2210377, + "year": 2004, + "default_title": "Bleach", + "english_title": "Bleach", + "cjk_title": "BLEACH - ブリーチ -", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "BLEACH - ブリーチ -" + ], + "latin_titles": [ + "Bleach", + "Bleach" + ], + "titles": [ + { + "type": "Default", + "title": "Bleach" + }, + { + "type": "Japanese", + "title": "BLEACH - ブリーチ -" + }, + { + "type": "English", + "title": "Bleach" + } + ], + "aliases": [ + "Bleach", + "BLEACH - ブリーチ -" + ], + "ids": { + "mal": 269, + "jikan": 269 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "mixed CJK+Latin title string", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q5362638" + ], + "chinese_titles": [ + { + "title": "死神", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "BLEACH 漂靈", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "high", + "region": "zh_hk_mo" + }, + { + "title": "BLEACH 死神", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese label; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + }, + { + "title": "BLEACH (動畫)", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/BLEACH_%28%E5%8B%95%E7%95%AB%29", + "confidence": "medium" + }, + { + "title": "死神", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "medium" + }, + { + "title": "BLEACH 境·界", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "medium" + }, + { + "title": "BLEACH 漂靈", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "medium" + }, + { + "title": "BLEACH 死神", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "medium" + }, + { + "title": "BLEACH", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "블리치 (애니메이션)", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EB%B8%94%EB%A6%AC%EC%B9%98_%28%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98%29" + }, + { + "title": "블리치", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q5362638" + }, + { + "title": "블리치", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EB%B8%94%EB%A6%AC%EC%B9%98_(%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98)", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 269, + "chinese_title": "BLEACH (動畫)", + "korean_title": "블리치 (애니메이션)", + "chinese_titles_cn": [ + { + "title": "死神", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "BLEACH 漂靈", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "high", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "BLEACH 死神", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese label; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "死神", + "chinese_title_hk_mo": "BLEACH 漂靈", + "chinese_title_tw": "BLEACH 死神" + }, + { + "type": "anime", + "mal_id": 6547, + "url": "https://myanimelist.net/anime/6547/Angel_Beats", + "rank": 672, + "popularity": 35, + "score": 8.05, + "members": 2202945, + "year": 2010, + "default_title": "Angel Beats!", + "english_title": "Angel Beats!", + "cjk_title": "Angel Beats!（エンジェルビーツ!）", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "Angel Beats!（エンジェルビーツ!）" + ], + "latin_titles": [ + "Angel Beats!", + "Angel Beats!" + ], + "titles": [ + { + "type": "Default", + "title": "Angel Beats!" + }, + { + "type": "Japanese", + "title": "Angel Beats!（エンジェルビーツ!）" + }, + { + "type": "English", + "title": "Angel Beats!" + } + ], + "aliases": [ + "Angel Beats!", + "Angel Beats!（エンジェルビーツ!）" + ], + "ids": { + "mal": 6547, + "jikan": 6547 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "mixed CJK+Latin title string", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q531552" + ], + "chinese_titles": [ + { + "title": "Angel Beats!", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "high", + "region": "zh_hk_mo" + }, + { + "title": "Angel Beats!", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "Angel Beats!", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/Angel_Beats%21", + "confidence": "medium" + }, + { + "title": "Angel beats", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "medium" + }, + { + "title": "Angel Beats", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "medium" + }, + { + "title": "天使的心跳", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "medium" + }, + { + "title": "天使的脈動", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "엔젤 비트", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EC%97%94%EC%A0%A4_%EB%B9%84%ED%8A%B8" + }, + { + "title": "Angel Beats!", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q531552" + }, + { + "title": "앤젤 비츠", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q531552" + }, + { + "title": "앤젤 비츠!", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q531552" + }, + { + "title": "에인절 비츠!", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q531552" + }, + { + "title": "엔젤 비츠", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q531552" + }, + { + "title": "엔젤 비츠!", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q531552" + }, + { + "title": "엔젤비츠", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q531552" + }, + { + "title": "엔젤비트", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q531552" + }, + { + "title": "엔젤 비트", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%97%94%EC%A0%A4_%EB%B9%84%ED%8A%B8", + "confidence": "high", + "region": "ko" + }, + { + "title": "엔젤 비츠!", + "source": "Wikidata Korean alternate label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "medium", + "region": "ko" + } + ], + "anilist_id": 6547, + "chinese_title": "Angel Beats!", + "korean_title": "엔젤 비트", + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "Angel Beats!", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "high", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "Angel Beats!", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [ + "No Mainland China-specific Chinese title found in the first pass." + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": "Angel Beats!", + "chinese_title_tw": "Angel Beats!" + }, + { + "type": "anime", + "mal_id": 20583, + "url": "https://myanimelist.net/anime/20583/Haikyuu", + "rank": 201, + "popularity": 36, + "score": 8.43, + "members": 2175778, + "year": 2014, + "default_title": "Haikyuu!!", + "english_title": "Haikyu!!", + "cjk_title": "ハイキュー!!", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "ハイキュー!!" + ], + "latin_titles": [ + "Haikyuu!!", + "High Kyuu!!", + "HQ!!", + "Haikyu!!", + "Haikyu!!", + "Haikyu!! Los Ases del Vóley", + "Haikyu!!" + ], + "titles": [ + { + "type": "Default", + "title": "Haikyuu!!" + }, + { + "type": "Synonym", + "title": "High Kyuu!!" + }, + { + "type": "Synonym", + "title": "HQ!!" + }, + { + "type": "Japanese", + "title": "ハイキュー!!" + }, + { + "type": "English", + "title": "Haikyu!!" + }, + { + "type": "German", + "title": "Haikyu!!" + }, + { + "type": "Spanish", + "title": "Haikyu!! Los Ases del Vóley" + }, + { + "type": "French", + "title": "Haikyu!!" + } + ], + "aliases": [ + "Haikyuu!!", + "Haikyu!!", + "ハイキュー!!", + "High Kyuu!!", + "HQ!!", + "Haikyu!! Los Ases del Vóley" + ], + "ids": { + "mal": 20583, + "jikan": 20583 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q97182002" + ], + "anilist_id": 20464, + "chinese_titles": [ + { + "title": "排球少年！！", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "排球少年！！", + "source": "Wikidata zh-cn/zh-hans label", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "排球少年！！", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high", + "region": "zh_hk_mo" + }, + { + "title": "排球少年！！", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "排球少年！！", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "排球少年！！", + "korean_title": "하이큐!!", + "chinese_titles_cn": [ + { + "title": "排球少年！！", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "排球少年！！", + "source": "Wikidata zh-cn/zh-hans label", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "排球少年！！", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "排球少年！！", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "하이큐!!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%ED%95%98%EC%9D%B4%ED%81%90!!", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "排球少年！！", + "chinese_title_hk_mo": "排球少年！！", + "chinese_title_tw": "排球少年！！" + }, + { + "type": "anime", + "mal_id": 37779, + "url": "https://myanimelist.net/anime/37779/Yakusoku_no_Neverland", + "rank": 183, + "popularity": 37, + "score": 8.47, + "members": 2156756, + "year": 2019, + "default_title": "Yakusoku no Neverland", + "english_title": "The Promised Neverland", + "cjk_title": "約束のネバーランド", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "約束のネバーランド" + ], + "latin_titles": [ + "Yakusoku no Neverland", + "The Promised Neverland", + "The Promised Neverland", + "The Promised Neverland", + "The Promised Neverland" + ], + "titles": [ + { + "type": "Default", + "title": "Yakusoku no Neverland" + }, + { + "type": "Japanese", + "title": "約束のネバーランド" + }, + { + "type": "English", + "title": "The Promised Neverland" + }, + { + "type": "German", + "title": "The Promised Neverland" + }, + { + "type": "Spanish", + "title": "The Promised Neverland" + }, + { + "type": "French", + "title": "The Promised Neverland" + } + ], + "aliases": [ + "Yakusoku no Neverland", + "The Promised Neverland", + "約束のネバーランド" + ], + "ids": { + "mal": 37779, + "jikan": 37779 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q97354628" + ], + "anilist_id": 101759, + "chinese_titles": [ + { + "title": "约定的梦幻岛", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "約定的夢幻島", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "约定的梦幻岛", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101759", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "約定的夢幻島", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E7%B4%84%E5%AE%9A%E7%9A%84%E5%A4%A2%E5%B9%BB%E5%B3%B6", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + }, + { + "title": "约定的梦幻岛", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + }, + { + "title": "約定的夢幻島", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "约定的梦幻岛", + "korean_title": "약속의 네버랜드", + "chinese_titles_cn": [ + { + "title": "约定的梦幻岛", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "約定的夢幻島", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "约定的梦幻岛", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101759", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "約定的夢幻島", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E7%B4%84%E5%AE%9A%E7%9A%84%E5%A4%A2%E5%B9%BB%E5%B3%B6", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "약속의 네버랜드", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%95%BD%EC%86%8D%EC%9D%98_%EB%84%A4%EB%B2%84%EB%9E%9C%EB%93%9C", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_title_cn": "约定的梦幻岛", + "chinese_title_hk_mo": null, + "chinese_title_tw": "約定的夢幻島" + }, + { + "type": "anime", + "mal_id": 30831, + "url": "https://myanimelist.net/anime/30831/Kono_Subarashii_Sekai_ni_Shukufuku_wo", + "rank": 619, + "popularity": 38, + "score": 8.09, + "members": 2153919, + "year": 2016, + "default_title": "Kono Subarashii Sekai ni Shukufuku wo!", + "english_title": "KonoSuba: God's Blessing on This Wonderful World!", + "cjk_title": "この素晴らしい世界に祝福を！", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "この素晴らしい世界に祝福を！" + ], + "latin_titles": [ + "Kono Subarashii Sekai ni Shukufuku wo!", + "Give Blessings to This Wonderful World!", + "KonoSuba: God's Blessing on This Wonderful World!", + "KonoSuba: God's Blessing on This Wonderful World!", + "KonoSuba: God's blessing on this wonderful world!", + "KonoSuba: God's Blessing on This Wonderful World!" + ], + "titles": [ + { + "type": "Default", + "title": "Kono Subarashii Sekai ni Shukufuku wo!" + }, + { + "type": "Synonym", + "title": "Give Blessings to This Wonderful World!" + }, + { + "type": "Japanese", + "title": "この素晴らしい世界に祝福を！" + }, + { + "type": "English", + "title": "KonoSuba: God's Blessing on This Wonderful World!" + }, + { + "type": "German", + "title": "KonoSuba: God's Blessing on This Wonderful World!" + }, + { + "type": "Spanish", + "title": "KonoSuba: God's blessing on this wonderful world!" + }, + { + "type": "French", + "title": "KonoSuba: God's Blessing on This Wonderful World!" + } + ], + "aliases": [ + "Kono Subarashii Sekai ni Shukufuku wo!", + "KonoSuba: God's Blessing on This Wonderful World!", + "この素晴らしい世界に祝福を！", + "Give Blessings to This Wonderful World!", + "KonoSuba: God's blessing on this wonderful world!" + ], + "ids": { + "mal": 30831, + "jikan": 30831 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q112171594" + ], + "chinese_titles": [ + { + "title": "为美好的世界献上祝福！", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "为美好的世界献上祝福！", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21202", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "為美好的世界獻上祝福！", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q19750843", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "為美好的世界獻上祝福！", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q112171594", + "confidence": "medium" + }, + { + "title": "为美好的世界献上祝福！", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "anilist_id": 21202, + "chinese_title": "為美好的世界獻上祝福！", + "korean_title": "이 멋진 세계에 축복을!", + "chinese_titles_cn": [ + { + "title": "为美好的世界献上祝福！", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "为美好的世界献上祝福！", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21202", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "為美好的世界獻上祝福！", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q19750843", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "이 멋진 세계에 축복을!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%9D%B4_%EB%A9%8B%EC%A7%84_%EC%84%B8%EA%B3%84%EC%97%90_%EC%B6%95%EB%B3%B5%EC%9D%84!", + "confidence": "high", + "region": "ko" + }, + { + "title": "코노스바", + "source": "Wikidata Korean alternate label", + "url": "https://www.wikidata.org/wiki/Q19750843", + "confidence": "medium", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_title_cn": "为美好的世界献上祝福！", + "chinese_title_hk_mo": null, + "chinese_title_tw": "為美好的世界獻上祝福！" + }, + { + "type": "anime", + "mal_id": 10620, + "url": "https://myanimelist.net/anime/10620/Mirai_Nikki_TV", + "rank": 2866, + "popularity": 39, + "score": 7.38, + "members": 2138601, + "year": 2011, + "default_title": "Mirai Nikki (TV)", + "english_title": "The Future Diary", + "cjk_title": "未来日記", + "cjk_scripts": [ + "han" + ], + "cjk_titles": [ + "未来日記" + ], + "latin_titles": [ + "Mirai Nikki (TV)", + "Mirai Nikki", + "Mirai Nikki (2011)", + "The Future Diary", + "The Future Diary" + ], + "titles": [ + { + "type": "Default", + "title": "Mirai Nikki (TV)" + }, + { + "type": "Synonym", + "title": "Mirai Nikki" + }, + { + "type": "Synonym", + "title": "Mirai Nikki (2011)" + }, + { + "type": "Japanese", + "title": "未来日記" + }, + { + "type": "English", + "title": "The Future Diary" + }, + { + "type": "Spanish", + "title": "The Future Diary" + } + ], + "aliases": [ + "Mirai Nikki (TV)", + "The Future Diary", + "未来日記", + "Mirai Nikki", + "Mirai Nikki (2011)" + ], + "ids": { + "mal": 10620, + "jikan": 10620 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q62034895" + ], + "chinese_titles": [ + { + "title": "未来日记", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "未來日記", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high", + "region": "zh_hk_mo" + }, + { + "title": "未來日記", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese label; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + }, + { + "title": "未來日記", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "medium" + }, + { + "title": "未来日记", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "미래일기", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q62034895" + }, + { + "title": "미래일기", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 10620, + "chinese_title": "未來日記", + "korean_title": "미래일기", + "chinese_titles_cn": [ + { + "title": "未来日记", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "未來日記", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "未來日記", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese label; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "未来日记", + "chinese_title_hk_mo": "未來日記", + "chinese_title_tw": "未來日記" + }, + { + "type": "anime", + "mal_id": 21881, + "url": "https://myanimelist.net/anime/21881/Sword_Art_Online_II", + "rank": 6875, + "popularity": 40, + "score": 6.72, + "members": 2114296, + "year": 2014, + "default_title": "Sword Art Online II", + "english_title": "Sword Art Online II", + "cjk_title": "ソードアート・オンライン II", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "ソードアート・オンライン II" + ], + "latin_titles": [ + "Sword Art Online II", + "Phantom Bullet", + "SAO II", + "Sword Art Online 2", + "SAO 2", + "Sword Art Online II", + "Sword Art Online Ⅱ" + ], + "titles": [ + { + "type": "Default", + "title": "Sword Art Online II" + }, + { + "type": "Synonym", + "title": "Phantom Bullet" + }, + { + "type": "Synonym", + "title": "SAO II" + }, + { + "type": "Synonym", + "title": "Sword Art Online 2" + }, + { + "type": "Synonym", + "title": "SAO 2" + }, + { + "type": "Japanese", + "title": "ソードアート・オンライン II" + }, + { + "type": "English", + "title": "Sword Art Online II" + }, + { + "type": "French", + "title": "Sword Art Online Ⅱ" + } + ], + "aliases": [ + "Sword Art Online II", + "ソードアート・オンライン II", + "Phantom Bullet", + "SAO II", + "Sword Art Online 2", + "SAO 2", + "Sword Art Online Ⅱ" + ], + "ids": { + "mal": 21881, + "jikan": 21881 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "season/part/number marker", + "mixed CJK+Latin title string", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q132174430" + ], + "anilist_id": 20594, + "chinese_title": null, + "korean_title": "소드 아트 온라인 II", + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "刀劍神域 II", + "source": "Bahamut Anime Crazy", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=916", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "刀劍神域Ⅱ", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%88%80%E5%8A%8D%E7%A5%9E%E5%9F%9F_%28%E5%8B%95%E7%95%AB%29", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese animation page title for the second season." + } + ], + "korean_titles": [ + { + "title": "소드 아트 온라인 II", + "source": "Libre Wiki", + "url": "https://librewiki.net/wiki/%EC%86%8C%EB%93%9C_%EC%95%84%ED%8A%B8_%EC%98%A8%EB%9D%BC%EC%9D%B8_II", + "confidence": "high", + "region": "ko" + }, + { + "title": "소드 아트 온라인 II", + "source": "Gaon Wiki", + "url": "https://www.gaonwiki.com/w/%EC%86%8C%EB%93%9C_%EC%95%84%ED%8A%B8_%EC%98%A8%EB%9D%BC%EC%9D%B8/%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No Mainland China, Hong Kong/Macau, or Korean source-backed title was recorded in this first pass." + ], + "chinese_titles": [ + { + "title": "刀劍神域 II", + "source": "Bahamut Anime Crazy", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=916", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "刀劍神域Ⅱ", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%88%80%E5%8A%8D%E7%A5%9E%E5%9F%9F_%28%E5%8B%95%E7%95%AB%29", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese animation page title for the second season." + } + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": null, + "chinese_title_tw": "刀劍神域 II" + }, + { + "type": "anime", + "mal_id": 1, + "url": "https://myanimelist.net/anime/1/Cowboy_Bebop", + "rank": 49, + "popularity": 41, + "score": 8.75, + "members": 2058681, + "year": 1998, + "default_title": "Cowboy Bebop", + "english_title": "Cowboy Bebop", + "cjk_title": "カウボーイビバップ", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "カウボーイビバップ" + ], + "latin_titles": [ + "Cowboy Bebop", + "Cowboy Bebop" + ], + "titles": [ + { + "type": "Default", + "title": "Cowboy Bebop" + }, + { + "type": "Japanese", + "title": "カウボーイビバップ" + }, + { + "type": "English", + "title": "Cowboy Bebop" + } + ], + "aliases": [ + "Cowboy Bebop", + "カウボーイビバップ" + ], + "ids": { + "mal": 1, + "jikan": 1 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q101244908" + ], + "chinese_titles": [ + { + "title": "星際牛仔", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E6%98%9F%E9%9A%9B%E7%89%9B%E4%BB%94", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + }, + { + "title": "星際牛仔", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E6%98%9F%E9%9A%9B%E7%89%9B%E4%BB%94", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "카우보이 비밥", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EC%B9%B4%EC%9A%B0%EB%B3%B4%EC%9D%B4_%EB%B9%84%EB%B0%A5" + }, + { + "title": "카우보이 비밥", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%B9%B4%EC%9A%B0%EB%B3%B4%EC%9D%B4_%EB%B9%84%EB%B0%A5", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 1, + "chinese_title": "星際牛仔", + "korean_title": "카우보이 비밥", + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "星際牛仔", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E6%98%9F%E9%9A%9B%E7%89%9B%E4%BB%94", + "confidence": "medium", + "region": "zh_tw", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "title_enrichment_notes": [ + "No Mainland China or Hong Kong/Macau-specific Chinese title found in the first pass." + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": null, + "chinese_title_tw": "星際牛仔" + }, + { + "type": "anime", + "mal_id": 9919, + "url": "https://myanimelist.net/anime/9919/Ao_no_Exorcist", + "rank": 2387, + "popularity": 42, + "score": 7.47, + "members": 2055268, + "year": 2011, + "default_title": "Ao no Exorcist", + "english_title": "Blue Exorcist", + "cjk_title": "青の祓魔師", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "青の祓魔師" + ], + "latin_titles": [ + "Ao no Exorcist", + "Ao no Futsumashi", + "Blue Exorcist", + "Blue Exorcist", + "Blue Exorcist", + "Blue Exorcist" + ], + "titles": [ + { + "type": "Default", + "title": "Ao no Exorcist" + }, + { + "type": "Synonym", + "title": "Ao no Futsumashi" + }, + { + "type": "Japanese", + "title": "青の祓魔師" + }, + { + "type": "English", + "title": "Blue Exorcist" + }, + { + "type": "German", + "title": "Blue Exorcist" + }, + { + "type": "Spanish", + "title": "Blue Exorcist" + }, + { + "type": "French", + "title": "Blue Exorcist" + } + ], + "aliases": [ + "Ao no Exorcist", + "Blue Exorcist", + "青の祓魔師", + "Ao no Futsumashi" + ], + "ids": { + "mal": 9919, + "jikan": 9919 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q104785188" + ], + "chinese_titles": [ + { + "title": "青之驱魔师", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "青之祓魔師", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high", + "region": "zh_hk_mo" + }, + { + "title": "青之驅魔師", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "青之驅魔師", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q104785188", + "confidence": "medium" + } + ], + "anilist_id": 9919, + "chinese_title": "青之驅魔師", + "korean_title": "청의 엑소시스트", + "chinese_titles_cn": [ + { + "title": "青之驱魔师", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "青之祓魔師", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "青之驅魔師", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "청의 엑소시스트", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%B2%AD%EC%9D%98_%EC%97%91%EC%86%8C%EC%8B%9C%EC%8A%A4%ED%8A%B8", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "青之驱魔师", + "chinese_title_hk_mo": "青之祓魔師", + "chinese_title_tw": "青之驅魔師" + }, + { + "type": "anime", + "mal_id": 22535, + "url": "https://myanimelist.net/anime/22535/Kiseijuu__Sei_no_Kakuritsu", + "rank": 308, + "popularity": 43, + "score": 8.32, + "members": 2042369, + "year": 2014, + "default_title": "Kiseijuu: Sei no Kakuritsu", + "english_title": "Parasyte: The Maxim", + "cjk_title": "寄生獣 セイの格率", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "寄生獣 セイの格率" + ], + "latin_titles": [ + "Kiseijuu: Sei no Kakuritsu", + "Parasite", + "Parasitic Beasts", + "Parasyte", + "Parasyte: The Maxim", + "Parasyte -the maxim-", + "Parasyte -the maxim-", + "Parasite -la maxime-" + ], + "titles": [ + { + "type": "Default", + "title": "Kiseijuu: Sei no Kakuritsu" + }, + { + "type": "Synonym", + "title": "Parasite" + }, + { + "type": "Synonym", + "title": "Parasitic Beasts" + }, + { + "type": "Synonym", + "title": "Parasyte" + }, + { + "type": "Japanese", + "title": "寄生獣 セイの格率" + }, + { + "type": "English", + "title": "Parasyte: The Maxim" + }, + { + "type": "German", + "title": "Parasyte -the maxim-" + }, + { + "type": "Spanish", + "title": "Parasyte -the maxim-" + }, + { + "type": "French", + "title": "Parasite -la maxime-" + } + ], + "aliases": [ + "Kiseijuu: Sei no Kakuritsu", + "Parasyte: The Maxim", + "寄生獣 セイの格率", + "Parasite", + "Parasitic Beasts", + "Parasyte", + "Parasyte -the maxim-", + "Parasite -la maxime-" + ], + "ids": { + "mal": 22535, + "jikan": 22535 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q137808011" + ], + "chinese_titles": [ + { + "title": "寄生兽 生命的准则", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/88433", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "寄生獸 生命的準則", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q137808011", + "confidence": "medium" + } + ], + "anilist_id": 20623, + "chinese_title": "寄生獸 生命的準則", + "korean_title": "기생수 세이의 격률", + "chinese_titles_cn": [ + { + "title": "寄生兽 生命的准则", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/88433", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "기생수 세이의 격률", + "source": "Namu Wiki article title", + "url": "https://namu.moe/w/%EA%B8%B0%EC%83%9D%EC%88%98%20%EC%84%B8%EC%9D%B4%EC%9D%98%20%EA%B2%A9%EB%A5%A0", + "confidence": "medium", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ], + "chinese_title_cn": "寄生兽 生命的准则", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 30, + "url": "https://myanimelist.net/anime/30/Shinseiki_Evangelion", + "rank": 261, + "popularity": 44, + "score": 8.37, + "members": 2031267, + "year": 1995, + "default_title": "Shinseiki Evangelion", + "english_title": "Neon Genesis Evangelion", + "cjk_title": "新世紀エヴァンゲリオン", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "新世紀エヴァンゲリオン" + ], + "latin_titles": [ + "Shinseiki Evangelion", + "NGE", + "Evangelion (1995)", + "Neon Genesis Evangelion" + ], + "titles": [ + { + "type": "Default", + "title": "Shinseiki Evangelion" + }, + { + "type": "Synonym", + "title": "NGE" + }, + { + "type": "Synonym", + "title": "Evangelion (1995)" + }, + { + "type": "Japanese", + "title": "新世紀エヴァンゲリオン" + }, + { + "type": "English", + "title": "Neon Genesis Evangelion" + } + ], + "aliases": [ + "Shinseiki Evangelion", + "Neon Genesis Evangelion", + "新世紀エヴァンゲリオン", + "NGE", + "Evangelion (1995)" + ], + "ids": { + "mal": 30, + "jikan": 30 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q662" + ], + "chinese_titles": [ + { + "title": "新世纪福音战士", + "source": "Chinese Wikipedia article title", + "url": "https://zh.wikipedia.org/wiki/%E6%96%B0%E4%B8%96%E7%BA%AA%E7%A6%8F%E9%9F%B3%E6%88%98%E5%A3%AB", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "新世纪福音战士", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E6%96%B0%E4%B8%96%E7%BA%AA%E7%A6%8F%E9%9F%B3%E6%88%98%E5%A3%AB", + "confidence": "medium" + }, + { + "title": "新世紀福音戰士", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q662", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "신세기 에반게리온", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EC%8B%A0%EC%84%B8%EA%B8%B0_%EC%97%90%EB%B0%98%EA%B2%8C%EB%A6%AC%EC%98%A8" + }, + { + "title": "에반게리온", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q662" + }, + { + "title": "신세기 에반게리온", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%8B%A0%EC%84%B8%EA%B8%B0_%EC%97%90%EB%B0%98%EA%B2%8C%EB%A6%AC%EC%98%A8", + "confidence": "high", + "region": "ko" + }, + { + "title": "에반게리온", + "source": "Wikidata ko alt label", + "url": "https://www.wikidata.org/wiki/Q662", + "confidence": "medium", + "region": "ko" + } + ], + "anilist_id": 30, + "chinese_title": "新世纪福音战士", + "korean_title": "신세기 에반게리온", + "chinese_titles_cn": [ + { + "title": "新世纪福音战士", + "source": "Chinese Wikipedia article title", + "url": "https://zh.wikipedia.org/wiki/%E6%96%B0%E4%B8%96%E7%BA%AA%E7%A6%8F%E9%9F%B3%E6%88%98%E5%A3%AB", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ], + "chinese_title_cn": "新世纪福音战士", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 199, + "url": 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"title": "Le Voyage de Chihiro" + } + ], + "aliases": [ + "Sen to Chihiro no Kamikakushi", + "Spirited Away", + "千と千尋の神隠し", + "Sen and Chihiro's Spiriting Away", + "Chihiros Reise ins Zauberland", + "El viaje de Chihiro", + "Le Voyage de Chihiro" + ], + "ids": { + "mal": 199, + "jikan": 199 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q155653" + ], + "chinese_titles": [ + { + "title": "千与千寻", + "source": "Wikidata zh-CN label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "千与千寻的神隐", + "source": "Wikidata zh alt label", + "url": 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"title": "千與千尋的神隱", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "medium" + }, + { + "title": "神隐少女", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "센과 치히로의 행방불명", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EC%84%BC%EA%B3%BC_%EC%B9%98%ED%9E%88%EB%A1%9C%EC%9D%98_%ED%96%89%EB%B0%A9%EB%B6%88%EB%AA%85" + }, + { + "title": "센과치히로의행방불명", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q155653" + }, + { + "title": "센과 치히로의 행방불명", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%84%BC%EA%B3%BC_%EC%B9%98%ED%9E%88%EB%A1%9C%EC%9D%98_%ED%96%89%EB%B0%A9%EB%B6%88%EB%AA%85", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 199, + "chinese_title": "千与千寻", + "korean_title": "센과 치히로의 행방불명", + "chinese_titles_cn": [ + { + "title": "千与千寻", + "source": "Wikidata zh-CN label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "千与千寻的神隐", + "source": "Wikidata zh alt label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "千與千尋", + "source": "Wikidata zh-HK/zh-MO label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "神隱少女", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "千与千寻", + "chinese_title_hk_mo": "千與千尋", + "chinese_title_tw": "神隱少女" + }, + { + "type": "anime", + "mal_id": 33352, + "url": "https://myanimelist.net/anime/33352/Violet_Evergarden", + "rank": 75, + "popularity": 46, + "score": 8.69, + "members": 1999853, + "year": 2018, + "default_title": "Violet Evergarden", + "english_title": "Violet Evergarden", + "cjk_title": "ヴァイオレット・エヴァーガーデン", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "ヴァイオレット・エヴァーガーデン" + ], + "latin_titles": [ + "Violet Evergarden", + "Violet Evergarden" + ], + "titles": [ + { + "type": "Default", + "title": "Violet Evergarden" + }, + { + "type": "Japanese", + "title": "ヴァイオレット・エヴァーガーデン" + }, + { + "type": "English", + "title": "Violet Evergarden" + } + ], + "aliases": [ + "Violet Evergarden", + "ヴァイオレット・エヴァーガーデン" + ], + "ids": { + "mal": 33352, + "jikan": 33352 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q57390937" + ], + "anilist_id": 21827, + "chinese_titles": [ + { + "title": "紫罗兰永恒花园", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "紫罗兰永恒花园", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/183878", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "紫罗兰永恒花园", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21827", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "紫罗兰永恒花园", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "紫罗兰永恒花园", + "korean_title": "바이올렛 에버가든", + "chinese_titles_cn": [ + { + "title": "紫罗兰永恒花园", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "紫罗兰永恒花园", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/183878", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "紫罗兰永恒花园", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21827", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "바이올렛 에버가든", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%B0%94%EC%9D%B4%EC%98%AC%EB%A0%9B_%EC%97%90%EB%B2%84%EA%B0%80%EB%93%A0", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ], + "chinese_title_cn": "紫罗兰永恒花园", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 44511, + "url": "https://myanimelist.net/anime/44511/Chainsaw_Man", + "rank": 200, + "popularity": 47, + "score": 8.43, + "members": 1969245, + "year": 2022, + "default_title": "Chainsaw Man", + "english_title": "Chainsaw Man", + "cjk_title": "チェンソーマン", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "チェンソーマン" + ], + "latin_titles": [ + "Chainsaw Man", + "CSM", + "Chainsaw Man" + ], + "titles": [ + { + "type": "Default", + "title": "Chainsaw Man" + }, + { + "type": "Synonym", + "title": "CSM" + }, + { + "type": "Japanese", + "title": "チェンソーマン" + }, + { + "type": "English", + "title": "Chainsaw Man" + } + ], + "aliases": [ + "Chainsaw Man", + "チェンソーマン", + "CSM" + ], + "ids": { + "mal": 44511, + "jikan": 44511 + }, + "complexity_reasons": [ + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q104211858" + ], + "chinese_titles": [ + { + "title": "链锯人", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "链锯人", + "source": "AniList synonym", + "url": "https://anilist.co/anime/127230", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "鏈鋸人", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q104211858", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "鏈鋸人 (動畫)", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E9%8F%88%E9%8B%B8%E4%BA%BA_%28%E5%8B%95%E7%95%AB%29", + "confidence": "medium" + }, + { + "title": "鏈鋸人", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q104211858", + "confidence": "medium" + }, + { + "title": "链锯人", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "체인소 맨 (애니메이션)", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EC%B2%B4%EC%9D%B8%EC%86%8C_%EB%A7%A8_%28%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98%29" + }, + { + "title": "체인소 맨", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q104211858" + }, + { + "title": "체인소맨", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q104211858" + }, + { + "title": "체인소 맨", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%B2%B4%EC%9D%B8%EC%86%8C_%EB%A7%A8_(%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98)", + "confidence": "high", + "region": "ko" + }, + { + "title": "체인소맨", + "source": "Wikidata ko alt label", + "url": "https://www.wikidata.org/wiki/Q104211858", + "confidence": "medium", + "region": "ko" + } + ], + "anilist_id": 127230, + "chinese_title": "鏈鋸人 (動畫)", + "korean_title": "체인소 맨 (애니메이션)", + "chinese_titles_cn": [ + { + "title": "链锯人", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "链锯人", + "source": "AniList synonym", + "url": "https://anilist.co/anime/127230", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "鏈鋸人", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q104211858", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau regional title was found in the first pass." + ], + "chinese_title_cn": "链锯人", + "chinese_title_hk_mo": null, + "chinese_title_tw": "鏈鋸人" + }, + { + "type": "anime", + "mal_id": 37450, + "url": "https://myanimelist.net/anime/37450/Seishun_Buta_Yarou_wa_Bunny_Girl_Senpai_no_Yume_wo_Minai", + "rank": 415, + "popularity": 48, + "score": 8.23, + "members": 1962936, + "year": 2018, + "default_title": "Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai", + "english_title": "Rascal Does Not Dream of Bunny Girl Senpai", + "cjk_title": "青春ブタ野郎はバニーガール先輩の夢を見ない", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "青春ブタ野郎はバニーガール先輩の夢を見ない" + ], + "latin_titles": [ + "Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai", + "AoButa", + "Rascal Does Not Dream of Bunny Girl Senpai", + "Rascal Dpes Not Dream Of Bunny Girl Senpai", + "Rascal does not Dream of Bunny Girl Senpai (Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai)", + "Rascal does not Dream of Bunny Girl Senpai (Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai)" + ], + "titles": [ + { + "type": "Default", + "title": "Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai" + }, + { + "type": "Synonym", + "title": "AoButa" + }, + { + "type": "Japanese", + "title": "青春ブタ野郎はバニーガール先輩の夢を見ない" + }, + { + "type": "English", + "title": "Rascal Does Not Dream of Bunny Girl Senpai" + }, + { + "type": "German", + "title": "Rascal Dpes Not Dream Of Bunny Girl Senpai" + }, + { + "type": "Spanish", + "title": "Rascal does not Dream of Bunny Girl Senpai (Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai)" + }, + { + "type": "French", + "title": "Rascal does not Dream of Bunny Girl Senpai (Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai)" + } + ], + "aliases": [ + "Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai", + "Rascal Does Not Dream of Bunny Girl Senpai", + "青春ブタ野郎はバニーガール先輩の夢を見ない", + "AoButa", + "Rascal Dpes Not Dream Of Bunny Girl Senpai", + "Rascal does not Dream of Bunny Girl Senpai (Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai)" + ], + "ids": { + "mal": 37450, + "jikan": 37450 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q63615353" + ], + "chinese_titles": [ + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/240038", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101291", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "青春豬頭少年不會夢到兔女郎學姊", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q63615353", + "confidence": "medium" + }, + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "청춘 돼지는 바니걸 선배의 꿈을 꾸지 않는다", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q63615353" + }, + { + "title": "청춘 돼지는 바니걸 선배의 꿈을 꾸지 않는다", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q63615353", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 101291, + "chinese_title": "青春豬頭少年不會夢到兔女郎學姊", + "korean_title": "청춘 돼지는 바니걸 선배의 꿈을 꾸지 않는다", + "chinese_titles_cn": [ + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/240038", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101291", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ], + "chinese_title_cn": "青春猪头少年不会梦到兔女郎学姐", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 38691, + "url": "https://myanimelist.net/anime/38691/Dr_Stone", + "rank": 367, + "popularity": 49, + "score": 8.26, + "members": 1959692, + "year": 2019, + "default_title": "Dr. Stone", + "english_title": "Dr. Stone", + "cjk_title": "ドクターストーン", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "ドクターストーン" + ], + "latin_titles": [ + "Dr. Stone", + "Dr. Stone" + ], + "titles": [ + { + "type": "Default", + "title": "Dr. Stone" + }, + { + "type": "Japanese", + "title": "ドクターストーン" + }, + { + "type": "English", + "title": "Dr. Stone" + } + ], + "aliases": [ + "Dr. Stone", + "ドクターストーン" + ], + "ids": { + "mal": 38691, + "jikan": 38691 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q96376597" + ], + "chinese_titles": [ + { + "title": "石纪元", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "石纪元", + "source": "AniList synonym", + "url": "https://anilist.co/anime/105333", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "Dr.STONE 新石紀 第一季", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q96376597", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "Dr.STONE 新石紀 第一季", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q96376597", + "confidence": "medium" + }, + { + "title": "石纪元", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "anilist_id": 105333, + "chinese_title": "Dr.STONE 新石紀 第一季", + "korean_title": "닥터 스톤", + "chinese_titles_cn": [ + { + "title": "石纪元", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "石纪元", + "source": "AniList synonym", + "url": "https://anilist.co/anime/105333", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "Dr.STONE 新石紀 第一季", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q96376597", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "닥터 스톤", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%8B%A5%ED%84%B0_%EC%8A%A4%ED%86%A4", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau regional title was found in the first pass." + ], + "chinese_title_cn": "石纪元", + "chinese_title_hk_mo": null, + "chinese_title_tw": "Dr.STONE 新石紀 第一季" + }, + { + "type": "anime", + "mal_id": 2904, + "url": "https://myanimelist.net/anime/2904/Code_Geass__Hangyaku_no_Lelouch_R2", + "rank": 21, + "popularity": 50, + "score": 8.92, + "members": 1957533, + "year": 2008, + "default_title": "Code Geass: Hangyaku no Lelouch R2", + "english_title": "Code Geass: Lelouch of the Rebellion R2", + "cjk_title": "コードギアス 反逆のルルーシュ R2", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "コードギアス 反逆のルルーシュ R2" + ], + "latin_titles": [ + "Code Geass: Hangyaku no Lelouch R2", + "Code Geass: Hangyaku no Lelouch 2nd Season", + "Code Geass: Hangyaku no Lelouch Second Season", + "Code Geass: Lelouch of the Rebellion R2", + "Code Geass: Lelouch of the Rebellion R2", + "Code Geass: Lelouch, el de la Rebelión R2", + "Code Geass: Lelouch of the Rebellion R2" + ], + "titles": [ + { + "type": "Default", + "title": "Code Geass: Hangyaku no Lelouch R2" + }, + { + "type": "Synonym", + "title": "Code Geass: Hangyaku no Lelouch 2nd Season" + }, + { + "type": "Synonym", + "title": "Code Geass: Hangyaku no Lelouch Second Season" + }, + { + "type": "Japanese", + "title": "コードギアス 反逆のルルーシュ R2" + }, + { + "type": "English", + "title": "Code Geass: Lelouch of the Rebellion R2" + }, + { + "type": "German", + "title": "Code Geass: Lelouch of the Rebellion R2" + }, + { + "type": "Spanish", + "title": "Code Geass: Lelouch, el de la Rebelión R2" + }, + { + "type": "French", + "title": "Code Geass: Lelouch of the Rebellion R2" + } + ], + "aliases": [ + "Code Geass: Hangyaku no Lelouch R2", + "Code Geass: Lelouch of the Rebellion R2", + "コードギアス 反逆のルルーシュ R2", + "Code Geass: Hangyaku no Lelouch 2nd Season", + "Code Geass: Hangyaku no Lelouch Second Season", + "Code Geass: Lelouch, el de la Rebelión R2" + ], + "ids": { + "mal": 2904, + "jikan": 2904 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "mixed CJK+Latin title string", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:02Z", + "wikidata_ids": [ + "Q4384067" + ], + "chinese_titles": [ + { + "title": "Code Geass 反叛的鲁路修R2", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/8", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "叛逆的魯魯修", + "source": "Wikidata zh-HK label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Label omits R2." + }, + { + "title": "Code Geass 反叛的魯路修", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium", + "region": "zh_tw", + "note": "Label omits R2." + }, + { + "title": "Code Geass 反叛的魯路修", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/Code_Geass_%E5%8F%8D%E5%8F%9B%E7%9A%84%E9%AD%AF%E8%B7%AF%E4%BF%AE", + "confidence": "medium" + }, + { + "title": "Code Geass反叛的魯路修", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium" + }, + { + "title": "叛逆的魯魯修", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "코드 기어스 반역의 를르슈", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EC%BD%94%EB%93%9C_%EA%B8%B0%EC%96%B4%EC%8A%A4_%EB%B0%98%EC%97%AD%EC%9D%98_%EB%A5%BC%EB%A5%B4%EC%8A%88" + }, + { + "title": "코드 기아스 반역의 를르슈", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q4384067" + }, + { + "title": "코드 기아스 반역의 를르슈", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%BD%94%EB%93%9C_%EA%B8%B0%EC%96%B4%EC%8A%A4_%EB%B0%98%EC%97%AD%EC%9D%98_%EB%A5%BC%EB%A5%B4%EC%8A%88", + "confidence": "medium", + "region": "ko", + "note": "Series-level Korean title; page covers R2 but the title omits R2." + } + ], + "anilist_id": 2904, + "chinese_title": "Code Geass 反叛的魯路修", + "korean_title": "코드 기어스 반역의 를르슈", + "chinese_titles_cn": [ + { + "title": "Code Geass 反叛的鲁路修R2", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/8", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "叛逆的魯魯修", + "source": "Wikidata zh-HK label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Label omits R2." + } + ], + "chinese_titles_tw": [ + { + "title": "Code Geass 反叛的魯路修", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium", + "region": "zh_tw", + "note": "Label omits 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"Default", + "title": "Kaguya-sama wa Kokurasetai: Tensai-tachi no Renai Zunousen" + }, + { + "type": "Synonym", + "title": "Kaguya Wants to be Confessed To: The Geniuses' War of Love and Brains" + }, + { + "type": "Japanese", + "title": "かぐや様は告らせたい～天才たちの恋愛頭脳戦～" + }, + { + "type": "English", + "title": "Kaguya-sama: Love is War" + }, + { + "type": "German", + "title": "Kauya-sama: Love Is War" + }, + { + "type": "Spanish", + "title": "Kaguya-sama: Love is War" + }, + { + "type": "French", + "title": "Kaguya-sama: Love is War" + } + ], + "aliases": [ + "Kaguya-sama wa Kokurasetai: Tensai-tachi no Renai Zunousen", + "Kaguya-sama: Love is War", + "かぐや様は告らせたい～天才たちの恋愛頭脳戦～", + "Kaguya Wants to be Confessed To: The Geniuses' War of Love and Brains", + "Kauya-sama: Love Is War" + ], + "ids": { + "mal": 37999, + "jikan": 37999 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q102364866" + ], + "chinese_titles": [ + { + "title": "辉夜大小姐想让我告白～天才们的恋爱头脑战～", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉夜姬想让人告白", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉夜姬想让人告白～天才们的恋爱头脑战～", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉告", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉夜大小姐想让我告白～天才们的恋爱头脑战～", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101921", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉夜姬想让人告白～天才们的恋爱头脑战～", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101921", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "輝夜姬想讓人告白～天才們的戀愛頭腦戰～", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q102364866", + "confidence": "medium" + }, + { + "title": "辉夜大小姐想让我告白～天才们的恋爱头脑战～", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + }, + { + "title": "辉夜姬想让人告白", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + }, + { + "title": "辉夜姬想让人告白～天才们的恋爱头脑战～", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + }, + { + "title": "辉告", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "anilist_id": 101921, + "chinese_title": "輝夜姬想讓人告白～天才們的戀愛頭腦戰～", + "korean_title": "카구야 님은 고백받고 싶어 ~천재들의 연애 두뇌전~", + "chinese_titles_cn": [ + { + "title": "辉夜大小姐想让我告白～天才们的恋爱头脑战～", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉夜姬想让人告白", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉夜姬想让人告白～天才们的恋爱头脑战～", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉告", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉夜大小姐想让我告白～天才们的恋爱头脑战～", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101921", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "辉夜姬想让人告白～天才们的恋爱头脑战～", + "source": "AniList 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"死亡游行", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 38408, + "url": "https://myanimelist.net/anime/38408/Boku_no_Hero_Academia_4th_Season", + "rank": 1036, + "popularity": 53, + "score": 7.86, + "members": 1910660, + "year": 2019, + "default_title": "Boku no Hero Academia 4th Season", + "english_title": "My Hero Academia Season 4", + "cjk_title": "僕のヒーローアカデミア", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "僕のヒーローアカデミア" + ], + "latin_titles": [ + "Boku no Hero Academia 4th Season", + "My Hero Academia Season 4", + "My Hero Academia Staffel 4", + "My Hero Academia Temporada 4", + "My Hero Academia Saison 4" + ], + "titles": [ + { + "type": "Default", + "title": "Boku no Hero Academia 4th Season" + }, + { + "type": "Japanese", + "title": "僕のヒーローアカデミア" + }, + { + "type": "English", + "title": "My Hero Academia Season 4" + }, + { + "type": "German", + "title": "My Hero Academia Staffel 4" + }, + { + "type": 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"region": "zh_cn" + }, + { + "title": "我的英雄学院第四季", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "我的英雄学院 第四季", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/262162", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "我的英雄学院第四季", + "source": "AniList synonym", + "url": "https://anilist.co/anime/104276", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "나의 히어로 아카데미아 4기", + "source": "Korean Wikipedia series article", + "url": "https://ko.wikipedia.org/wiki/%EB%82%98%EC%9D%98_%ED%9E%88%EC%96%B4%EB%A1%9C_%EC%95%84%EC%B9%B4%EB%8D%B0%EB%AF%B8%EC%95%84", + "confidence": "medium", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ], + "chinese_title_cn": "我的英雄学院 4", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 34572, + "url": "https://myanimelist.net/anime/34572/Black_Clover", + "rank": 528, + "popularity": 54, + "score": 8.14, + "members": 1904780, + "year": 2017, + "default_title": "Black Clover", + "english_title": "Black Clover", + "cjk_title": "ブラッククローバー", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "ブラッククローバー" + ], + "latin_titles": [ + "Black Clover", + "Black Clover" + ], + "titles": [ + { + "type": "Default", + "title": "Black Clover" + }, + { + "type": "Japanese", + "title": "ブラッククローバー" + }, + { + "type": "English", + "title": "Black Clover" + } + ], + "aliases": [ + "Black Clover", + "ブラッククローバー" + ], + "ids": { + "mal": 34572, + "jikan": 34572 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q70331950" + ], + "chinese_titles": [ + { + "title": "黑色五叶草", + "source": "Wikidata zh-CN label", + "url": "https://www.wikidata.org/wiki/Q70331950", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "黑色五叶草", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/202880", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "黑色五葉草", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q70331950", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "黑色五葉草 (動畫)", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E9%BB%91%E8%89%B2%E4%BA%94%E8%91%89%E8%8D%89_%28%E5%8B%95%E7%95%AB%29", + "confidence": "medium" + }, + { + "title": "黑色五葉草", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q70331950", + "confidence": "medium" + }, + { + "title": "黑色五叶草", + "source": "wikidata_label", + "url": 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source-backed Hong Kong/Macau regional title was found in the first pass." + ], + "chinese_title_cn": "黑色五叶草", + "chinese_title_hk_mo": null, + "chinese_title_tw": "黑色五葉草" + }, + { + "type": "anime", + "mal_id": 27899, + "url": "https://myanimelist.net/anime/27899/Tokyo_Ghoul_√A", + "rank": 5053, + "popularity": 55, + "score": 7.03, + "members": 1900491, + "year": 2015, + "default_title": "Tokyo Ghoul √A", + "english_title": "Tokyo Ghoul √A", + "cjk_title": "東京喰種√A", + "cjk_scripts": [ + "han" + ], + "cjk_titles": [ + "東京喰種√A" + ], + "latin_titles": [ + "Tokyo Ghoul √A", + "Tokyo Ghoul Root A", + "Tokyo Ghoul 2nd Season", + "Tokyo Ghoul Second Season", + "Tokyo Ghoul √A" + ], + "titles": [ + { + "type": "Default", + "title": "Tokyo Ghoul √A" + }, + { + "type": "Synonym", + "title": "Tokyo Ghoul Root A" + }, + { + "type": "Synonym", + "title": "Tokyo Ghoul 2nd Season" + }, + { + "type": "Synonym", + "title": "Tokyo Ghoul Second Season" + }, + { + "type": "Japanese", + "title": "東京喰種√A" 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"korean_titles": [ + { + "title": "도쿄 구울 √A", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%8F%84%EC%BF%84_%EA%B5%AC%EC%9A%B8", + "confidence": "medium", + "region": "ko", + "note": "Series article covers the √A anime season." + } + ], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ], + "chinese_titles": [ + { + "title": "东京喰种√A", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/115292", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_title_cn": "东京喰种√A", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 34134, + "url": "https://myanimelist.net/anime/34134/One_Punch_Man_2nd_Season", + "rank": 2134, + "popularity": 57, + "score": 7.53, + "members": 1885592, + "year": 2019, + "default_title": "One Punch Man 2nd Season", + "english_title": "One-Punch Man Season 2", + "cjk_title": "ワンパンマン 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"chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 14719, + "url": "https://myanimelist.net/anime/14719/JoJo_no_Kimyou_na_Bouken_TV", + "rank": 1019, + "popularity": 58, + "score": 7.87, + "members": 1863613, + "year": 2012, + "default_title": "JoJo no Kimyou na Bouken (TV)", + "english_title": "JoJo's Bizarre Adventure (2012)", + "cjk_title": "ジョジョの奇妙な冒険", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "ジョジョの奇妙な冒険" + ], + "latin_titles": [ + "JoJo no Kimyou na Bouken (TV)", + "JoJo no Kimyou na Bouken (2012)", + "Battle Tendency", + "Phantom Blood", + "Sentou Chouryuu", + "JoJo's Bizarre Adventure The Animation", + "JoJo's Bizarre Adventure (2012)", + "JoJo's Bizarre Adventure: Phantom Blood", + "JoJo's Bizarre Adventure. 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+ { + "title": "比翼之吻", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q36498848", + "confidence": "medium" + }, + { + "title": "親愛的弗蘭克斯 DARLING in the FRANXX", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q36498848", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "달링 인 더 프랑키스", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EB%8B%AC%EB%A7%81_%EC%9D%B8_%EB%8D%94_%ED%94%84%EB%9E%91%ED%82%A4%EC%8A%A4" + }, + { + "title": "달링 인 더 프랑키스", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%8B%AC%EB%A7%81_%EC%9D%B8_%EB%8D%94_%ED%94%84%EB%9E%91%ED%82%A4%EC%8A%A4", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 99423, + "chinese_title": "DARLING in the FRANXX", + "korean_title": "달링 인 더 프랑키스", + "chinese_titles_cn": [ + { + "title": "DARLING in the FRANXX", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/218711", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "情迷弗兰克斯", + "source": "Wikidata zh alt label", + "url": "https://www.wikidata.org/wiki/Q36498848", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese alternate label; not region-tagged." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ], + "chinese_title_cn": "DARLING in the FRANXX", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 11111, + "url": "https://myanimelist.net/anime/11111/Another", + "rank": 2444, + "popularity": 63, + "score": 7.46, + "members": 1786559, + "year": 2012, + "default_title": "Another", + "english_title": "Another", + "cjk_title": "アナザー", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "アナザー" + ], + "latin_titles": [ + "Another", + "Another" + ], + "titles": [ + { + "type": "Default", + "title": "Another" + }, + { + "type": "Japanese", + "title": "アナザー" + }, + { + "type": "English", + "title": "Another" + } + ], + "aliases": [ + "Another", + "アナザー" + ], + "ids": { + "mal": 11111, + "jikan": 11111 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q127786483" + ], + "anilist_id": 11111, + "chinese_title": null, + "korean_title": "어나더", + "chinese_titles_cn": [ + { + "title": "替身", + "source": "Douban subject title", + "url": "https://movie.douban.com/subject/5392222/", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "어나더", + "source": "Namu Wiki article title", + "url": 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[ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "劇場版 鬼滅の刃 無限列車編" + ], + "latin_titles": [ + "Kimetsu no Yaiba Movie: Mugen Ressha-hen", + "Gekijouban Kimetsu no Yaiba: Mugen Ressha-hen", + "Kimetsu no Yaiba: Infinity Train", + "Demon Slayer Movie: Infinity Train", + "Demon Slayer: Kimetsu no Yaiba - The Movie: Mugen Train", + "Guardianes De La Noche - Kimetsu No Yaiba - Tren Infinito", + "Demon Slayer - Kimetsu no Yaiba - Le film : Le train de l'Infini" + ], + "titles": [ + { + "type": "Default", + "title": "Kimetsu no Yaiba Movie: Mugen Ressha-hen" + }, + { + "type": "Synonym", + "title": "Gekijouban Kimetsu no Yaiba: Mugen Ressha-hen" + }, + { + "type": "Synonym", + "title": "Kimetsu no Yaiba: Infinity Train" + }, + { + "type": "Synonym", + "title": "Demon Slayer Movie: Infinity Train" + }, + { + "type": "Japanese", + "title": "劇場版 鬼滅の刃 無限列車編" + }, + { + "type": "English", + "title": "Demon Slayer: Kimetsu no Yaiba - The Movie: Mugen Train" + }, + { + "type": "Spanish", + "title": "Guardianes De La Noche - Kimetsu No Yaiba - Tren Infinito" + }, + { + "type": "French", + "title": "Demon Slayer - Kimetsu no Yaiba - Le film : Le train de l'Infini" + } + ], + "aliases": [ + "Kimetsu no Yaiba Movie: Mugen Ressha-hen", + "Demon Slayer: Kimetsu no Yaiba - The Movie: Mugen Train", + "劇場版 鬼滅の刃 無限列車編", + "Gekijouban Kimetsu no Yaiba: Mugen Ressha-hen", + "Kimetsu no Yaiba: Infinity Train", + "Demon Slayer Movie: Infinity Train", + "Guardianes De La Noche - Kimetsu No Yaiba - Tren Infinito", + "Demon Slayer - Kimetsu no Yaiba - Le film : Le train de l'Infini" + ], + "ids": { + "mal": 40456, + "jikan": 40456 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q96376192" + ], + "chinese_titles": [ + { + "title": "鬼灭之刃：无限列车篇", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "鬼滅之刃劇場版 無限列車篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃劇場版_無限列車篇", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Muse Communication distribution for Hong Kong and Macau." + }, + { + "title": "鬼滅之刃劇場版 無限列車篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃劇場版_無限列車篇", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists the Taiwan release and Muse Communication Taiwan distribution." + }, + { + "title": "鬼滅之刃劇場版 無限列車篇", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E9%AC%BC%E6%BB%85%E4%B9%8B%E5%88%83%E5%8A%87%E5%A0%B4%E7%89%88_%E7%84%A1%E9%99%90%E5%88%97%E8%BB%8A%E7%AF%87", + "confidence": "medium" + }, + { + "title": "鬼灭之刃：无限列车篇", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "극장판 귀멸의 칼날: 무한열차편", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EA%B7%B9%EC%9E%A5%ED%8C%90_%EA%B7%80%EB%A9%B8%EC%9D%98_%EC%B9%BC%EB%82%A0%3A_%EB%AC%B4%ED%95%9C%EC%97%B4%EC%B0%A8%ED%8E%B8" + }, + { + "title": "극장판 귀멸의 칼날 무한열차 편", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q96376192" + }, + { + "title": "극장판 귀멸의 칼날: 무한열차편", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/극장판_귀멸의_칼날:_무한열차편", + "confidence": "high", + "region": "ko" + }, + { + "title": "극장판 귀멸의 칼날 무한열차 편", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q96376192", + "confidence": "medium", + "region": "ko" + } + ], + "anilist_id": 112151, + "chinese_title": "鬼滅之刃劇場版 無限列車篇", + "korean_title": "극장판 귀멸의 칼날: 무한열차편", + "chinese_titles_cn": [ + { + "title": "鬼灭之刃：无限列车篇", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "鬼滅之刃劇場版 無限列車篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃劇場版_無限列車篇", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Muse Communication distribution for Hong Kong and Macau." + } + ], + "chinese_titles_tw": [ + { + "title": "鬼滅之刃劇場版 無限列車篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃劇場版_無限列車篇", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists the Taiwan release and Muse Communication Taiwan distribution." + } + ], + "title_enrichment_notes": [ + "No source-backed Mainland China regional title was found; the simplified AniList synonym is kept only in the union list." + ], + "chinese_title_cn": "鬼灭之刃：无限列车篇", + "chinese_title_hk_mo": "鬼滅之刃劇場版 無限列車篇", + "chinese_title_tw": "鬼滅之刃劇場版 無限列車篇" + }, + { + "type": "anime", + "mal_id": 3588, + "url": "https://myanimelist.net/anime/3588/Soul_Eater", + "rank": 1052, + "popularity": 65, + "score": 7.86, + "members": 1773491, + "year": 2008, + "default_title": "Soul Eater", + "english_title": "Soul Eater", + "cjk_title": "ソウルイーター", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "ソウルイーター" + ], + "latin_titles": [ + "Soul Eater", + "Soul Eater" + ], + "titles": [ + { + "type": "Default", + "title": "Soul Eater" + }, + { + "type": "Japanese", + "title": "ソウルイーター" + }, + { + "type": "English", + "title": "Soul Eater" + } + ], + "aliases": [ + "Soul Eater", + "ソウルイーター" + ], + "ids": { + "mal": 3588, + "jikan": 3588 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q18553975" + ], + "chinese_titles": [ + { + "title": "噬魂者", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q18553975", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "소울 이터", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q18553975" + }, + { + "title": "소울 이터", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/소울_이터", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 3588, + "chinese_title": "噬魂者", + "korean_title": "소울 이터", + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "title_enrichment_notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 2001, + "url": "https://myanimelist.net/anime/2001/Tengen_Toppa_Gurren_Lagann", + "rank": 92, + "popularity": 66, + "score": 8.64, + "members": 1769583, + "year": 2007, + "default_title": "Tengen Toppa Gurren Lagann", + "english_title": "Gurren Lagann", + "cjk_title": "天元突破グレンラガン", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "天元突破グレンラガン" + ], + "latin_titles": [ + "Tengen Toppa Gurren Lagann", + "Tengen Toppa Gurren-Lagann", + "Making Break-Through Gurren Lagann", + "Heavenly Breakthrough Gurren Lagann", + "TTGL", + "Gurren Laggan", + "Gurren Lagann", + "Gurren Lagann", + "Gurren Lagann", + "Gurren Lagann" + ], + "titles": [ + { + "type": "Default", + "title": "Tengen Toppa Gurren Lagann" + }, + { + "type": "Synonym", + "title": "Tengen Toppa Gurren-Lagann" + }, + { + "type": "Synonym", + "title": "Making Break-Through 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"https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + }, + { + "title": "天元突破 グレンラガン", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + }, + { + "title": "天元突破 愚連裸顏", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + }, + { + "title": "天元突破 紅蓮之眼", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + }, + { + "title": "天元突破 红莲螺巌", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + }, + { + "title": "天元突破グレンラガン", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + }, + { + "title": "天元突破グレンラガン 俺のグレンはピッカピカ!!", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + }, + { + "title": "天元突破紅蓮螺巖譯名", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + }, + { + "title": "天元突破红莲螺岩", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + }, + { + "title": "天元突破紅蓮螺巖", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "천원돌파 그렌라간", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EC%B2%9C%EC%9B%90%EB%8F%8C%ED%8C%8C_%EA%B7%B8%EB%A0%8C%EB%9D%BC%EA%B0%84" + }, + { + "title": "그렌라간", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q4277" + }, + { + "title": "천원돌파 그렌라간", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/천원돌파_그렌라간", + "confidence": "high", + "region": "ko" + }, + { + "title": "그렌라간", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium", + "region": "ko" + } + ], + "anilist_id": 2001, + "chinese_title": "天元突破 紅蓮螺巖", + "korean_title": "천원돌파 그렌라간", + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "天元突破 紅蓮螺巖", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/天元突破_紅蓮螺巖", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page describes Hong Kong broadcast under this article title." + } + ], + "chinese_titles_tw": [ + { + "title": "天元突破 紅蓮螺巖", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/天元突破_紅蓮螺巖", + "confidence": "high", + "region": "zh_tw", + "note": "The page describes Taiwan broadcast under this article title." + } + ], + "title_enrichment_notes": [ + "No source-backed Mainland China regional title was found; the simplified Wikidata alt label is kept only in the union list." + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": "天元突破 紅蓮螺巖", + "chinese_title_tw": "天元突破 紅蓮螺巖" + }, + { + "type": "anime", + "mal_id": 35790, + "url": "https://myanimelist.net/anime/35790/Tate_no_Yuusha_no_Nariagari", + "rank": 956, + "popularity": 67, + "score": 7.9, + "members": 1768608, + "year": 2019, + "default_title": "Tate no Yuusha no Nariagari", + "english_title": "The Rising of the Shield Hero", + "cjk_title": "盾の勇者の成り上がり", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "盾の勇者の成り上がり" + ], + "latin_titles": [ + "Tate no Yuusha no Nariagari", + "The Rising of the Shield Hero", + "The Rising of the Shield Hero", + "The Rising of the Shield Hero", + "The Rising of the Shield Hero" + ], + "titles": [ + { + "type": "Default", + "title": "Tate no Yuusha no Nariagari" + }, + { + "type": "Japanese", + "title": "盾の勇者の成り上がり" + }, + { + "type": "English", + "title": "The Rising of the Shield Hero" + }, + { + "type": "German", + "title": "The Rising of the Shield Hero" + }, + { + "type": "Spanish", + "title": "The Rising of the Shield Hero" + }, + { + "type": "French", + "title": "The Rising of the Shield Hero" + } + ], + "aliases": [ + "Tate no Yuusha no Nariagari", + "The Rising of the Shield Hero", + "盾の勇者の成り上がり" + ], + "ids": { + "mal": 35790, + "jikan": 35790 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q110896842" + ], + "chinese_titles": [ + { + "title": "盾之勇者成名录", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "盾之勇者成名录", + "source": "AniList synonym", + "url": "https://anilist.co/anime/99263", + "confidence": "medium", + "region": "zh_cn", + "note": "Used as a simplified Chinese title; no separate official Mainland distributor source was found." + }, + { + "title": "盾之勇者成名錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/盾之勇者成名錄", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + }, + { + "title": "盾之勇者成名錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/盾之勇者成名錄", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + }, + { + "title": "盾之勇者成名錄", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q110896842", + "confidence": "medium" + }, + { + "title": "盾之勇者成名录", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "anilist_id": 99263, + "chinese_title": "盾之勇者成名錄", + "korean_title": "방패 용사 성공담", + "chinese_titles_cn": [ + { + "title": "盾之勇者成名录", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "盾之勇者成名录", + "source": "AniList synonym", + "url": "https://anilist.co/anime/99263", + "confidence": "medium", + "region": "zh_cn", + "note": "Used as a simplified Chinese title; no separate official Mainland distributor source was found." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "盾之勇者成名錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/盾之勇者成名錄", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + } + ], + "chinese_titles_tw": [ + { + "title": "盾之勇者成名錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/盾之勇者成名錄", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + } + ], + "korean_titles": [ + { + "title": "방패 용사 성공담", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/방패_용사_성공담", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "盾之勇者成名录", + "chinese_title_hk_mo": "盾之勇者成名錄", + "chinese_title_tw": "盾之勇者成名錄" + }, + { + "type": "anime", + "mal_id": 28999, + "url": "https://myanimelist.net/anime/28999/Charlotte", + "rank": 1286, + "popularity": 68, + "score": 7.76, + "members": 1766536, + "year": 2015, + "default_title": "Charlotte", + "english_title": "Charlotte", + "cjk_title": "Charlotte（シャーロット）", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "Charlotte（シャーロット）" + ], + "latin_titles": [ + "Charlotte", + "Charlotte" + ], + "titles": [ + { + "type": "Default", + "title": "Charlotte" + }, + { + "type": "Japanese", + "title": "Charlotte（シャーロット）" + }, + { + "type": "English", + "title": "Charlotte" + } + ], + "aliases": [ + "Charlotte", + "Charlotte（シャーロット）" + ], + "ids": { + "mal": 28999, + "jikan": 28999 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "mixed CJK+Latin title string", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q18692527" + ], + "chinese_titles": [ + { + "title": "夏洛特", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/Charlotte_(動畫)", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "Charlotte (動畫)", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/Charlotte_%28%E5%8B%95%E7%95%AB%29", + "confidence": "medium" + }, + { + "title": "夏洛特", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q18692527", + "confidence": "medium" + }, + { + "title": "Charlotte", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q18692527", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "샤를로트 (애니메이션)", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EC%83%A4%EB%A5%BC%EB%A1%9C%ED%8A%B8_%28%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98%29" + }, + { + "title": "샤를로트", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q18692527" + }, + { + "title": "샤를로트", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/샤를로트_(애니메이션)", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 20997, + "chinese_title": "Charlotte (動畫)", + "korean_title": "샤를로트 (애니메이션)", + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "夏洛特", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/Charlotte_(動畫)", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [ + "No source-backed Mainland China or Hong Kong/Macau regional title was found." + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": null, + "chinese_title_tw": "夏洛特" + }, + { + "type": "anime", + "mal_id": 29803, + "url": "https://myanimelist.net/anime/29803/Overlord", + "rank": 952, + "popularity": 69, + "score": 7.9, + "members": 1758631, + "year": 2015, + "default_title": "Overlord", + "english_title": "Overlord", + "cjk_title": "オーバーロード", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "オーバーロード" + ], + "latin_titles": [ + "Overlord", + "Overlord" + ], + "titles": [ + { + "type": "Default", + "title": "Overlord" + }, + { + "type": "Japanese", + "title": "オーバーロード" + }, + { + "type": "English", + "title": "Overlord" + } + ], + "aliases": [ + "Overlord", + "オーバーロード" + ], + "ids": { + "mal": 29803, + "jikan": 29803 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q106973342" + ], + "anilist_id": 20832, + "chinese_title": null, + "korean_title": "오버로드", + "chinese_titles_cn": [ + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "medium", + "region": "zh_cn", + "note": "The page lists Mainland China streaming for the anime under the article title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Hong Kong/Macau licensing for the anime under the article title." + } + ], + "chinese_titles_tw": [ + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan licensing for the anime under the article title." + } + ], + "korean_titles": [ + { + "title": "오버로드", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/오버로드_(소설)", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [], + "chinese_titles": [ + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "medium", + "region": "zh_cn", + "note": "The page lists Mainland China streaming for the anime under the article title." + }, + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Hong Kong/Macau licensing for the anime under the article title." + }, + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan licensing for the anime under the article title." + } + ], + "chinese_title_cn": "OVERLORD", + "chinese_title_hk_mo": "OVERLORD", + "chinese_title_tw": "OVERLORD" + }, + { + "type": "anime", + "mal_id": 13601, + "url": "https://myanimelist.net/anime/13601/Psycho-Pass", + "rank": 298, + "popularity": 70, + "score": 8.33, + "members": 1750685, + "year": 2012, + "default_title": "Psycho-Pass", + "english_title": "Psycho-Pass", + "cjk_title": "サイコパス", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "サイコパス" + ], + "latin_titles": [ + "Psycho-Pass", + "Psychopath", + "Psycho-Pass" + ], + "titles": [ + { + "type": "Default", + "title": "Psycho-Pass" + }, + { + "type": "Synonym", + "title": "Psychopath" + }, + { + "type": "Japanese", + "title": "サイコパス" + }, + { + "type": "English", + "title": "Psycho-Pass" + } + ], + "aliases": [ + "Psycho-Pass", + "サイコパス", + "Psychopath" + ], + "ids": { + "mal": 13601, + "jikan": 13601 + }, + "complexity_reasons": [ + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q1315951" + ], + "chinese_titles": [ + { + "title": "PSYCHO-PASS心靈判官", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Hong Kong/Macau licensing under this anime title." + }, + { + "title": "PSYCHO-PASS心靈判官", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan licensing under this anime title." + }, + { + "title": "PSYCHO-PASS", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "medium" + }, + { + "title": "心靈判官", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q1315951", + "confidence": "medium" + }, + { + "title": "心理測量者", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q1315951", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "PSYCHO-PASS", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/PSYCHO-PASS" + }, + { + "title": "사이코패스", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q1315951" + }, + { + "title": "PSYCHO-PASS", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "high", + "region": "ko" + }, + { + "title": "사이코패스", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q1315951", + "confidence": "medium", + "region": "ko" + } + ], + "anilist_id": 13601, + "chinese_title": "PSYCHO-PASS", + "korean_title": "PSYCHO-PASS", + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "PSYCHO-PASS心靈判官", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Hong Kong/Macau licensing under this anime title." + } + ], + "chinese_titles_tw": [ + { + "title": "PSYCHO-PASS心靈判官", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan licensing under this anime title." + } + ], + "title_enrichment_notes": [ + "No source-backed Mainland China regional title was found." + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": "PSYCHO-PASS心靈判官", + "chinese_title_tw": "PSYCHO-PASS心靈判官" + }, + { + "type": "anime", + "mal_id": 28171, + "url": "https://myanimelist.net/anime/28171/Shokugeki_no_Souma", + "rank": 592, + "popularity": 71, + "score": 8.11, + "members": 1749892, + "year": 2015, + "default_title": "Shokugeki no Souma", + "english_title": "Food Wars! Shokugeki no Soma", + "cjk_title": "食戟のソーマ", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "食戟のソーマ" + ], + "latin_titles": [ + "Shokugeki no Souma", + "Shokugeki no Soma", + "Food Wars: Shokugeki no Soma", + "Food Wars! Shokugeki no Soma", + "Food Wars! Shokugeki no Soma", + "Food Wars! Shokugeki no Soma", + "Food Wars! Shokugeki no Soma" + ], + "titles": [ + { + "type": "Default", + "title": "Shokugeki no Souma" + }, + { + "type": "Synonym", + "title": "Shokugeki no Soma" + }, + { + "type": "Synonym", + "title": "Food Wars: Shokugeki no Soma" + }, + { + "type": "Japanese", + "title": "食戟のソーマ" + }, + { + "type": "English", + "title": "Food Wars! Shokugeki no Soma" + }, + { + "type": "German", + "title": "Food Wars! Shokugeki no Soma" + }, + { + "type": "Spanish", + "title": "Food Wars! Shokugeki no Soma" + }, + { + "type": "French", + "title": "Food Wars! Shokugeki no Soma" + } + ], + "aliases": [ + "Shokugeki no Souma", + "Food Wars! Shokugeki no Soma", + "食戟のソーマ", + "Shokugeki no Soma", + "Food Wars: Shokugeki no Soma" + ], + "ids": { + "mal": 28171, + "jikan": 28171 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q60518737" + ], + "anilist_id": 20923, + "chinese_titles": [ + { + "title": "食戟之灵", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "食戟之灵", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20923", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; the Chinese Wikipedia page also lists Mainland China licensing." + }, + { + "title": "食戟之靈", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/食戟之靈_(動畫)", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Hong Kong/Macau licensing for the anime." + }, + { + "title": "食戟之靈", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/食戟之靈_(動畫)", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan licensing for the anime." + }, + { + "title": "食戟之灵", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "食戟之灵", + "korean_title": "식극의 소마", + "chinese_titles_cn": [ + { + "title": "食戟之灵", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "食戟之灵", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20923", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese synonym; the Chinese Wikipedia page also lists Mainland China licensing." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "食戟之靈", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/食戟之靈_(動畫)", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Hong Kong/Macau licensing for the anime." + } + ], + "chinese_titles_tw": [ + { + "title": "食戟之靈", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/食戟之靈_(動畫)", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan licensing for the anime." + } + ], + "korean_titles": [ + { + "title": "식극의 소마", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/식극의_소마", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "食戟之灵", + "chinese_title_hk_mo": "食戟之靈", + "chinese_title_tw": "食戟之靈" + }, + { + "type": "anime", + "mal_id": 47778, + "url": "https://myanimelist.net/anime/47778/Kimetsu_no_Yaiba__Yuukaku-hen", + "rank": 71, + "popularity": 72, + "score": 8.69, + "members": 1744070, + "year": 2022, + "default_title": "Kimetsu no Yaiba: Yuukaku-hen", + "english_title": "Demon Slayer: Kimetsu no Yaiba Entertainment District Arc", + "cjk_title": "鬼滅の刃 遊郭編", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "鬼滅の刃 遊郭編" + ], + "latin_titles": [ + "Kimetsu no Yaiba: Yuukaku-hen", + "Demon Slayer: Kimetsu no Yaiba Entertainment District Arc" + ], + "titles": [ + { + "type": "Default", + "title": "Kimetsu no Yaiba: Yuukaku-hen" + }, + { + "type": "Japanese", + "title": "鬼滅の刃 遊郭編" + }, + { + "type": "English", + "title": "Demon Slayer: Kimetsu no Yaiba Entertainment District Arc" + } + ], + "aliases": [ + "Kimetsu no Yaiba: Yuukaku-hen", + "Demon Slayer: Kimetsu no Yaiba Entertainment District Arc", + "鬼滅の刃 遊郭編" + ], + "ids": { + "mal": 47778, + "jikan": 47778 + }, + "complexity_reasons": [ + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q105847067" + ], + "chinese_titles": [ + { + "title": "鬼灭之刃 游郭篇", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "鬼灭之刃 花街篇", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "鬼滅之刃 遊郭篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃_遊郭篇", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Hong Kong/Macau distribution and a Hong Kong Cantonese cast source under this title." + }, + { + "title": "鬼滅之刃 遊郭篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃_遊郭篇", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan distribution under this title." + }, + { + "title": "鬼滅之刃 遊郭篇", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E9%AC%BC%E6%BB%85%E4%B9%8B%E5%88%83_%E9%81%8A%E9%83%AD%E7%AF%87", + "confidence": "medium" + }, + { + "title": "鬼灭之刃 游郭篇", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium" + }, + { + "title": "鬼灭之刃 花街篇", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "귀멸의 칼날: 환락의 거리편", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EA%B7%80%EB%A9%B8%EC%9D%98_%EC%B9%BC%EB%82%A0%3A_%ED%99%98%EB%9D%BD%EC%9D%98_%EA%B1%B0%EB%A6%AC%ED%8E%B8" + }, + { + "title": "귀멸의 칼날: 유곽 편", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q105847067" + }, + { + "title": "귀멸의 칼날: 유곽 편", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "high", + "region": "ko" + }, + { + "title": "귀멸의 칼날: 환락의 거리편", + "source": "AniList synonym", + "url": "https://anilist.co/anime/142329", + "confidence": "medium", + "region": "ko" + } + ], + "anilist_id": 142329, + "chinese_title": "鬼滅之刃 遊郭篇", + "korean_title": "귀멸의 칼날: 환락의 거리편", + "chinese_titles_cn": [ + { + "title": "鬼灭之刃 游郭篇", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "鬼灭之刃 花街篇", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "鬼滅之刃 遊郭篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃_遊郭篇", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Hong Kong/Macau distribution and a Hong Kong Cantonese cast source under this title." + } + ], + "chinese_titles_tw": [ + { + "title": "鬼滅之刃 遊郭篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃_遊郭篇", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan distribution under this title." + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "鬼灭之刃 游郭篇", + "chinese_title_hk_mo": "鬼滅之刃 遊郭篇", + "chinese_title_tw": "鬼滅之刃 遊郭篇" + }, + { + "type": "anime", + "mal_id": 37510, + "url": "https://myanimelist.net/anime/37510/Mob_Psycho_100_II", + "rank": 42, + "popularity": 73, + "score": 8.78, + "members": 1729146, + "year": 2019, + "default_title": "Mob Psycho 100 II", + "english_title": "Mob Psycho 100 II", + "cjk_title": "モブサイコ100 II", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "モブサイコ100 II" + ], + "latin_titles": [ + "Mob Psycho 100 II", + "Mob Psycho 100 2nd Season", + "Mob Psycho Hyaku", + "Mob Psycho One Hundred", + "Mob Psycho 100 II" + ], + "titles": [ + { + "type": "Default", + "title": "Mob Psycho 100 II" + }, + { + "type": "Synonym", + "title": "Mob Psycho 100 2nd Season" + }, + { + "type": "Synonym", + "title": "Mob Psycho Hyaku" + }, + { + "type": "Synonym", + "title": "Mob Psycho One Hundred" + }, + { + "type": "Japanese", + "title": "モブサイコ100 II" + }, + { + "type": "English", + "title": "Mob Psycho 100 II" + } + ], + "aliases": [ + "Mob Psycho 100 II", + "モブサイコ100 II", + "Mob Psycho 100 2nd Season", + "Mob Psycho Hyaku", + "Mob Psycho One Hundred" + ], + "ids": { + "mal": 37510, + "jikan": 37510 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "season/part/number marker", + "mixed CJK+Latin title string", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q114011046" + ], + "anilist_id": 101338, + "chinese_title": null, + "korean_title": "모브 사이코 100 II", + "chinese_titles_cn": [ + { + "title": "路人超能100 II", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "region": "zh_cn", + "note": "Listed as the Mainland China animation title for the work; season 2 is listed as 路人超能100 II." + }, + { + "title": "灵能百分百", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "region": "zh_cn", + "note": "Listed as a Mainland China common/formal title for the work." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "路人超能100 II", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "region": "zh_tw", + "note": "Listed as the Taiwan animation title for the work; season 2 is listed as 路人超能100 II." + } + ], + "korean_titles": [ + { + "title": "모브 사이코 100 II", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/모브_사이코_100", + "confidence": "high", + "region": "ko" + }, + { + "title": "모브 사이코 100", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/모브_사이코_100", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No source-backed Hong Kong/Macau regional title was found." + ], + "chinese_titles": [ + { + "title": "路人超能100 II", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "region": "zh_cn", + "note": "Listed as the Mainland China animation title for the work; season 2 is listed as 路人超能100 II." + }, + { + "title": "灵能百分百", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "region": "zh_cn", + "note": "Listed as a Mainland China common/formal title for the work." + }, + { + "title": "路人超能100 II", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "region": "zh_tw", + "note": "Listed as the Taiwan animation title for the work; season 2 is listed as 路人超能100 II." + } + ], + "chinese_title_cn": "路人超能100 II", + "chinese_title_hk_mo": null, + "chinese_title_tw": "路人超能100 II" + }, + { + "type": "anime", + "mal_id": 9989, + "url": "https://myanimelist.net/anime/9989/Ano_Hi_Mita_Hana_no_Namae_wo_Bokutachi_wa_Mada_Shiranai", + "rank": 326, + "popularity": 74, + "score": 8.29, + "members": 1709973, + "year": 2011, + "default_title": "Ano Hi Mita Hana no Namae wo Bokutachi wa Mada Shiranai.", + "english_title": "Anohana: The Flower We Saw That Day", + "cjk_title": "あの日見た花の名前を僕達はまだ知らない。", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "あの日見た花の名前を僕達はまだ知らない。" + ], + "latin_titles": [ + "Ano Hi Mita Hana no Namae wo Bokutachi wa Mada Shiranai.", + "AnoHana", + "We Still Don't Know the Name of the Flower We Saw That Day.", + "Anohana: The Flower We Saw That Day", + "AnoHana: Die Blume, die Wir an Jenem Tag Sahen", + "anohana: The Flower We Saw that Day", + "Anohana: The Flower We Saw That Day" + ], + "titles": [ + { + "type": "Default", + "title": "Ano Hi Mita Hana no Namae wo Bokutachi wa Mada Shiranai." + }, + { + "type": "Synonym", + "title": "AnoHana" + }, + { + "type": "Synonym", + "title": "We Still Don't Know the Name of the Flower We Saw That Day." + }, + { + "type": "Japanese", + "title": "あの日見た花の名前を僕達はまだ知らない。" + }, + { + "type": "English", + "title": "Anohana: The Flower We Saw That Day" + }, + { + "type": "German", + "title": "AnoHana: Die Blume, die Wir an Jenem Tag Sahen" + }, + { + "type": "Spanish", + "title": "anohana: The Flower We Saw that Day" + }, + { + "type": "French", + "title": "Anohana: The Flower We Saw That Day" + } + ], + "aliases": [ + "Ano Hi Mita Hana no Namae wo Bokutachi wa Mada Shiranai.", + "Anohana: The Flower We Saw That Day", + "あの日見た花の名前を僕達はまだ知らない。", + "AnoHana", + "We Still Don't Know the Name of the Flower We Saw That Day.", + "AnoHana: Die Blume, die Wir an Jenem Tag Sahen", + "anohana: The Flower We Saw that Day" + ], + "ids": { + "mal": 9989, + "jikan": 9989 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q483943" + ], + "chinese_titles": [ + { + "title": "我们仍未知道那天所看见的花的名字。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "region": "zh_cn", + "note": "Listed as the official simplified Chinese title from Fuji TV Chinese." + }, + { + "title": "我們仍未知道那天所看見的花名。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists this as the Hong Kong formal title; no Macau-specific source was found." + }, + { + "title": "我們仍未知道那天所看見的花名。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists this as the Taiwan formal title." + }, + { + "title": "我們仍未知道那天所看見的花的名字。", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E5%80%91%E4%BB%8D%E6%9C%AA%E7%9F%A5%E9%81%93%E9%82%A3%E5%A4%A9%E6%89%80%E7%9C%8B%E8%A6%8B%E7%9A%84%E8%8A%B1%E7%9A%84%E5%90%8D%E5%AD%97%E3%80%82", + "confidence": "medium" + }, + { + "title": "我们仍未知道那天所看见的花的名", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "我们仍未知道那天所看见的花的名字", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "我们还未知道那天看到的花的名字", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "我們仍未知道那天所看見的花的名字", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "我們仍然不知道那天所見到的花叫什麼名字", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "我們還未知道那天所看見的花的名字", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "我们仍未知道那天所看见的花的名字。", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "我們還未知道那天看到的花的名字。", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "未聞花名", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "花名未闻", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "花开未名", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "那日所见花儿之名我们仍未知晓", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + }, + { + "title": "那朵花", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "그날 본 꽃의 이름을 우리는 아직 모른다", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EA%B7%B8%EB%82%A0_%EB%B3%B8_%EA%BD%83%EC%9D%98_%EC%9D%B4%EB%A6%84%EC%9D%84_%EC%9A%B0%EB%A6%AC%EB%8A%94_%EC%95%84%EC%A7%81_%EB%AA%A8%EB%A5%B8%EB%8B%A4" + }, + { + "title": "그날 본 꽃의 이름을 우리들은 아직 모른다", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q483943" + }, + { + "title": "아노하나", + "language": "ko", + "source": "wikidata_alt_label", + "source_url": "https://www.wikidata.org/wiki/Q483943" + }, + { + "title": "그날 본 꽃의 이름을 우리는 아직 모른다", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/그날_본_꽃의_이름을_우리는_아직_모른다", + "confidence": "high", + "region": "ko" + }, + { + "title": "아노하나", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium", + "region": "ko" + } + ], + "anilist_id": 9989, + "chinese_title": "我們仍未知道那天所看見的花的名字。", + "korean_title": "그날 본 꽃의 이름을 우리는 아직 모른다", + "chinese_titles_cn": [ + { + "title": "我们仍未知道那天所看见的花的名字。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "region": "zh_cn", + "note": "Listed as the official simplified Chinese title from Fuji TV Chinese." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "我們仍未知道那天所看見的花名。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists this as the Hong Kong formal title; no Macau-specific source was found." + } + ], + "chinese_titles_tw": [ + { + "title": "我們仍未知道那天所看見的花名。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists this as the Taiwan formal title." + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "我们仍未知道那天所看见的花的名字。", + "chinese_title_hk_mo": "我們仍未知道那天所看見的花名。", + "chinese_title_tw": "我們仍未知道那天所看見的花名。" + }, + { + "type": "anime", + "mal_id": 15809, + "url": "https://myanimelist.net/anime/15809/Hataraku_Maou-sama", + "rank": 1466, + "popularity": 75, + "score": 7.7, + "members": 1658253, + "year": 2013, + "default_title": "Hataraku Maou-sama!", + "english_title": "The Devil is a Part-Timer!", + "cjk_title": "はたらく魔王さま!", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "はたらく魔王さま!" + ], + "latin_titles": [ + "Hataraku Maou-sama!", + "Hataraku Maou-sama!", + "The Devil is a Part-Timer!", + "The Devil is a Part-Timer!", + "The Devil is a Part-Timer!", + "The Devil is a Part-Timer!" + ], + "titles": [ + { + "type": "Default", + "title": "Hataraku Maou-sama!" + }, + { + "type": "Synonym", + "title": "Hataraku Maou-sama!" + }, + { + "type": "Japanese", + "title": "はたらく魔王さま!" + }, + { + "type": "English", + "title": "The Devil is a Part-Timer!" + }, + { + "type": "German", + "title": "The Devil is a Part-Timer!" + }, + { + "type": "Spanish", + "title": "The Devil is a Part-Timer!" + }, + { + "type": "French", + "title": "The Devil is a Part-Timer!" + } + ], + "aliases": [ + "Hataraku Maou-sama!", + "The Devil is a Part-Timer!", + "はたらく魔王さま!" + ], + "ids": { + "mal": 15809, + "jikan": 15809 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:04Z", + "wikidata_ids": [ + "Q111686487" + ], + "chinese_titles": [ + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high", + "region": "zh_cn", + "note": "The page lists Mainland China publishing for the work under this title." + }, + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Taiwan/Hong Kong publishing and Hong Kong/Macau anime distribution under this title." + }, + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan publishing and anime distribution under this title." + }, + { + "title": "打工吧！魔王大人", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q111686487", + "confidence": "medium" + } + ], + "anilist_id": 15809, + "chinese_title": "打工吧！魔王大人", + "korean_title": "알바 뛰는 마왕님!", + "chinese_titles_cn": [ + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high", + "region": "zh_cn", + "note": "The page lists Mainland China publishing for the work under this title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Taiwan/Hong Kong publishing and Hong Kong/Macau anime distribution under this title." + } + ], + "chinese_titles_tw": [ + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan publishing and anime distribution under this title." + } + ], + "korean_titles": [ + { + "title": "알바 뛰는 마왕님!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/알바_뛰는_마왕님!", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "打工吧！魔王大人", + "chinese_title_hk_mo": "打工吧！魔王大人", + "chinese_title_tw": "打工吧！魔王大人" + }, + { + "type": "anime", + "mal_id": 32937, + "url": 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"この素晴らしい世界に祝福を！ 2" + }, + { + "type": "English", + "title": "KonoSuba: God's Blessing on This Wonderful World! 2" + }, + { + "type": "German", + "title": "KonoSuba: God's blessing on this wonderful world! 2" + }, + { + "type": "Spanish", + "title": "KonoSuba: God's blessing on this wonderful world! 2" + }, + { + "type": "French", + "title": "KonoSuba: God's blessing on this wonderful world! 2" + } + ], + "aliases": [ + "Kono Subarashii Sekai ni Shukufuku wo! 2", + "KonoSuba: God's Blessing on This Wonderful World! 2", + "この素晴らしい世界に祝福を！ 2", + "Give Blessings to This Wonderful World! 2", + "KonoSuba: God's blessing on this wonderful world! 2" + ], + "ids": { + "mal": 32937, + "jikan": 32937 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:06Z", + "wikidata_ids": [ + "Q112171596" + ], + "chinese_titles": [ + { + "title": "为美好的世界献上祝福！2", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "为美好的世界献上祝福第二季", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "為美好的世界獻上祝福！2", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q112171596", + "confidence": "medium" + }, + { + "title": "为美好的世界献上祝福！2", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + }, + { + "title": "为美好的世界献上祝福第二季", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "anilist_id": 21699, + "chinese_title": "為美好的世界獻上祝福！2", + "korean_title": "이 멋진 세계에 축복을! 2", + "chinese_titles_cn": [ + { + "title": "为美好的世界献上祝福！2", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "为美好的世界献上祝福第二季", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "이 멋진 세계에 축복을! 2", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/이_멋진_세계에_축복을!", + "confidence": "high", + "region": "ko" + }, + { + "title": "이 멋진 세계에 축복을!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/이_멋진_세계에_축복을!", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No source-backed Mainland China, Hong Kong/Macau, or Taiwan regional title was found for season 2 specifically." + ], + "chinese_title_cn": "为美好的世界献上祝福！2", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 28121, + "url": "https://myanimelist.net/anime/28121/Dungeon_ni_Deai_wo_Motomeru_no_wa_Machigatteiru_Darou_ka", + "rank": 2116, + "popularity": 77, + "score": 7.53, + "members": 1655179, + "year": 2015, + "default_title": "Dungeon ni Deai wo Motomeru no wa Machigatteiru Darou ka", + "english_title": "Is It Wrong to Try to Pick Up Girls in a Dungeon?", + "cjk_title": "ダンジョンに出会いを求めるのは間違っているだろうか", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "ダンジョンに出会いを求めるのは間違っているだろうか" + ], + "latin_titles": [ + "Dungeon ni Deai wo Motomeru no wa Machigatteiru Darou ka", + "DanMachi", + "Is It Wrong That I Want to Meet You in a Dungeon", + "Is It Wrong to Try to Pick Up Girls in a Dungeon?", + "DanMachi: Is It Wrong to Try to Pick Up Girls in a Dungeon?", + "DANMACHI ¿Qué tiene de Malo intentar Ligar en una Mazmorra?", + "DanMachi: Familia Myth" + ], + "titles": [ + { 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publishing under this title." + }, + { + "title": "在地下城尋求邂逅是否搞錯了什麼", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/在地下城尋求邂逅是否搞錯了什麼", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + }, + { + "title": "在地下城寻求邂逅是否搞错了什么", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "在地下城寻求邂逅是否搞错了什么", + "korean_title": "던전에서 만남을 추구하면 안 되는 걸까", + "chinese_titles_cn": [ + { + "title": "在地下城寻求邂逅是否搞错了什么", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "在地下城尋求邂逅是否搞錯了什麼", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/在地下城尋求邂逅是否搞錯了什麼", + "confidence": "high", + "region": "zh_hk_mo", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + } + ], + "chinese_titles_tw": [ + { + "title": "在地下城尋求邂逅是否搞錯了什麼", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/在地下城尋求邂逅是否搞錯了什麼", + "confidence": "high", + "region": "zh_tw", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + } + ], + "korean_titles": [ + { + "title": "던전에서 만남을 추구하면 안 되는 걸까", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/던전에서_만남을_추구하면_안_되는_걸까", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "No source-backed Mainland China regional title was found." + ], + "chinese_title_cn": "在地下城寻求邂逅是否搞错了什么", + "chinese_title_hk_mo": "在地下城尋求邂逅是否搞錯了什麼", + "chinese_title_tw": "在地下城尋求邂逅是否搞錯了什麼" + }, + { + "type": "anime", + "mal_id": 37430, + "url": "https://myanimelist.net/anime/37430/Tensei_shitara_Slime_Datta_Ken", + "rank": 561, + "popularity": 78, + "score": 8.13, + "members": 1647510, + "year": 2018, + "default_title": "Tensei shitara Slime Datta Ken", + "english_title": "That 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"wikidata_ids": [ + "Q104815263" + ], + "chinese_titles": [ + { + "title": "堀与宫村", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "堀與宮村", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q104815263", + "confidence": "medium" + }, + { + "title": "堀与宫村", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "호리미야", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q104815263" + }, + { + "title": "호리미야", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/호리미야", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 124080, + "chinese_title": "堀與宮村", + "korean_title": "호리미야", + "chinese_titles_cn": [ + { + "title": "堀与宫村", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "title_enrichment_notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ], + "chinese_title_cn": "堀与宫村", + "chinese_title_hk_mo": null, + "chinese_title_tw": null + }, + { + "type": "anime", + "mal_id": 34933, + "url": "https://myanimelist.net/anime/34933/Kakegurui", + "rank": 3939, + "popularity": 80, + "score": 7.21, + "members": 1628154, + "year": 2017, + "default_title": "Kakegurui", + "english_title": "Kakegurui", + "cjk_title": "賭ケグルイ", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "賭ケグルイ" + ], + "latin_titles": [ + "Kakegurui", + "Kakegurui: Compulsive Gambler", + "Gambling School", + "Kakegurui", + "Kakegurui: Das Leben ist ein Spiel", + "Gambling School" + ], + "titles": [ + { + "type": "Default", + "title": "Kakegurui" + }, + { + "type": "Synonym", + "title": "Kakegurui: 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"confidence": "high", + "region": "zh_hk_mo" + }, + { + "title": "狂賭之淵", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E7%8B%82%E8%B3%AD%E4%B9%8B%E6%B7%B5", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "狂賭之淵", + "source": "DramaQueen Taiwan", + "url": "https://www.dramaqueen.com.tw/tvshow/Kakegurui.html", + "confidence": "high", + "region": "zh_tw" + } + ], + "chinese_title_cn": "狂赌之渊", + "chinese_title_hk_mo": "狂賭之淵", + "chinese_title_tw": "狂賭之淵" + }, + { + "type": "anime", + "mal_id": 226, + "url": "https://myanimelist.net/anime/226/Elfen_Lied", + "rank": 2454, + "popularity": 81, + "score": 7.46, + "members": 1617749, + "year": 2004, + "default_title": "Elfen Lied", + "english_title": "Elfen Lied", + "cjk_title": "エルフェンリート", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "エルフェンリート" + ], + "latin_titles": [ + "Elfen Lied", + "Elfen Song", + "Elfic Song", + "Elf Song", + "Elfen Lied" + ], + "titles": [ + { + "type": 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"Highschool of the Dead", + "Gakuen Mokushiroku: Highschool of the Dead", + "HOTD", + "HSOTD", + "High School of the Dead", + "High School Of The Dead: Apocalipsis en el Instituto", + "High School of The Dead" + ], + "titles": [ + { + "type": "Default", + "title": "Highschool of the Dead" + }, + { + "type": "Synonym", + "title": "Gakuen Mokushiroku: Highschool of the Dead" + }, + { + "type": "Synonym", + "title": "HOTD" + }, + { + "type": "Synonym", + "title": "HSOTD" + }, + { + "type": "Japanese", + "title": "学園黙示録 HIGHSCHOOL OF THE DEAD" + }, + { + "type": "English", + "title": "High School of the Dead" + }, + { + "type": "Spanish", + "title": "High School Of The Dead: Apocalipsis en el Instituto" + }, + { + "type": "French", + "title": "High School of The Dead" + } + ], + "aliases": [ + "Highschool of the Dead", + "High School of the Dead", + "学園黙示録 HIGHSCHOOL OF THE DEAD", + "Gakuen Mokushiroku: Highschool of the Dead", + "HOTD", + "HSOTD", + "High School Of The Dead: Apocalipsis 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"https://zh.wikipedia.org/wiki/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Traditional Chinese source; no Hong Kong/Macau-only title was found." + } + ], + "chinese_titles_tw": [ + { + "title": "學園默示錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "學園默示錄", + "source": "AniBase zh-Hant", + "url": "https://anibase.net/zh-hant/anime/4xYgN/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "학원묵시록 HIGHSCHOOL OF THE DEAD", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/학원묵시록_HIGHSCHOOL_OF_THE_DEAD", + "confidence": "high", + "region": "ko" + }, + { + "title": "학원묵시록", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/학원묵시록_HIGHSCHOOL_OF_THE_DEAD", + "confidence": "medium", + "region": "ko" + }, + { + "title": "학원묵시록 HIGHSCHOOL OF THE DEAD", + "source": "Watcha Pedia", + "url": "https://pedia.watcha.com/ko-JP/contents/tRMX9wE", + "confidence": "high", + "region": "ko" + }, + { + "title": "학원묵시록", + "source": "AniBase", + "url": "https://anibase.net/en/anime/4xYgN/Highschool-of-the-Dead", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ], + "chinese_titles": [ + { + "title": "学园默示录", + "source": "ComicK", + "url": "https://comick.dev/comic/highschool-of-the-dead-full-color", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "學園默示錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Traditional Chinese source; no Hong Kong/Macau-only title was found." + }, + { + "title": "學園默示錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "學園默示錄", + "source": "AniBase zh-Hant", + "url": "https://anibase.net/zh-hant/anime/4xYgN/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "high", + "region": "zh_tw" + } + ], + "chinese_title_cn": "学园默示录", + "chinese_title_hk_mo": "學園默示錄", + "chinese_title_tw": "學園默示錄" + }, + { + "type": "anime", + "mal_id": 10087, + "url": "https://myanimelist.net/anime/10087/Fate_Zero", + "rank": 369, + "popularity": 83, + "score": 8.26, + "members": 1605483, + "year": 2011, + "default_title": "Fate/Zero", + "english_title": "Fate/Zero", + "cjk_title": "フェイト/ゼロ", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "フェイト/ゼロ" + ], + "latin_titles": [ + "Fate/Zero", + "Fate/Zero" + ], + "titles": [ + { + "type": "Default", + "title": "Fate/Zero" + }, + { + "type": "Japanese", + "title": "フェイト/ゼロ" + }, + { + "type": "English", + "title": "Fate/Zero" + } + ], + "aliases": [ + "Fate/Zero", + "フェイト/ゼロ" + ], + "ids": { + "mal": 10087, + "jikan": 10087 + }, + "complexity_reasons": [ + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:06Z", + "wikidata_ids": [ + "Q96500220" + ], + "anilist_id": 10087, + "chinese_title": null, + "korean_title": "Fate/Zero", + "chinese_titles_cn": [ + { + "title": "命运之零", + "source": "Bangumi", + "url": "https://bangumi.tv/subject/10639", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "命運/零話", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/Fate/Zero", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "命運/零話", + "source": "Taiwan Dubbing Wiki", + "url": "https://vocustaiwan.fandom.com/zh-tw/wiki/Fate/Zero", + "confidence": "medium", + "region": "zh_tw" + }, + { + "title": "命運/零話", + "source": "YesAsia Taiwan DVD listing", + "url": "https://www.yesasia.com/us/fate-zero-dvd-vol-4-taiwan-version/1032174632-0-0-0-en/info.html", + "confidence": "high", + "region": "zh_tw" + } + ], + "korean_titles": [ + { + "title": "Fate/Zero", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/Fate/Zero", + "confidence": "high", + "region": "ko" + }, + { + "title": "페이트/제로", + "source": "Libre Wiki", + "url": "https://librewiki.net/wiki/Fate/Zero", + "confidence": "high", + "region": "ko" + }, + { + "title": "페이트 / 제로", + "source": "JustWatch Korea", + "url": "https://www.justwatch.com/kr/TV-%ED%94%84%EB%A1%9C%EA%B7%B8%EB%9E%A8/peiteu-jero", + "confidence": "high", + "region": "ko" + } + ], + "title_enrichment_notes": [ + "Chinese sources found do not distinguish Mainland 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"title": "Mushoku Tensei: Jobless Reincarnation" + }, + { + "type": "German", + "title": "Mushoku Tensei: Jobless Reincarnation" + }, + { + "type": "French", + "title": "Mushoku Tensei: Jobless Reincarnation" + } + ], + "aliases": [ + "Mushoku Tensei: Isekai Ittara Honki Dasu", + "Mushoku Tensei: Jobless Reincarnation", + "無職転生 ～異世界行ったら本気だす～", + "Jobless Reincarnation: I Will Seriously Try If I Go To Another World" + ], + "ids": { + "mal": 39535, + "jikan": 39535 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:06Z", + "wikidata_ids": [ + "Q111549837" + ], + "chinese_titles": [ + { + "title": "无职转生 ~到了异世界就拿出真本事~", + 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Second Season", + "english_title": "Haikyu!! 2nd Season", + "cjk_title": "ハイキュー!! セカンドシーズン", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "ハイキュー!! セカンドシーズン" + ], + "latin_titles": [ + "Haikyuu!! Second Season", + "Haikyuu!! Second Season", + "Haikyu!! 2nd Season", + "Haikyu!! Staffel 2", + "Haikyu!! Los Ases del Vóley Temporada 2", + "Haikyu!! Saison 2" + ], + "titles": [ + { + "type": "Default", + "title": "Haikyuu!! Second Season" + }, + { + "type": "Synonym", + "title": "Haikyuu!! Second Season" + }, + { + "type": "Japanese", + "title": "ハイキュー!! セカンドシーズン" + }, + { + "type": "English", + "title": "Haikyu!! 2nd Season" + }, + { + "type": "German", + "title": "Haikyu!! Staffel 2" + }, + { + "type": "Spanish", + "title": "Haikyu!! Los Ases del Vóley Temporada 2" + }, + { + "type": "French", + "title": "Haikyu!! Saison 2" + } + ], + "aliases": [ + "Haikyuu!! Second Season", + "Haikyu!! 2nd Season", + "ハイキュー!! セカンドシーズン", + "Haikyu!! Staffel 2", + "Haikyu!! 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+ "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:06Z", + "wikidata_ids": [ + "Q124309985" + ], + "chinese_titles": [ + { + "title": "化物语", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "化物语", + "source": "Chinese Wikipedia converted title", + "url": "https://zh.wikipedia.org/wiki/化物語", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese conversion of the shared title." + }, + { + "title": "化物語", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q124309985", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "化物語", + "source": "wikidata_label", + "url": 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"https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "化物语", + "source": "Chinese Wikipedia converted title", + "url": "https://zh.wikipedia.org/wiki/化物語", + "confidence": "medium", + "region": "zh_cn", + "note": "Simplified Chinese conversion of the shared title." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "化物語", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q124309985", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [ + "No real Hong Kong/Macau-specific Chinese title was found." + ], + "chinese_title_cn": "化物语", + "chinese_title_hk_mo": null, + "chinese_title_tw": "化物語" + }, + { + "type": "anime", + "mal_id": 6746, + "url": "https://myanimelist.net/anime/6746/Durarara", + "rank": 610, + "popularity": 98, + "score": 8.09, + "members": 1492899, + "year": 2010, + "default_title": "Durarara!!", + "english_title": "Durarara!!", + "cjk_title": "デュラララ!!", + "cjk_scripts": [ + "japanese_kana" + ], + "cjk_titles": [ + "デュラララ!!" + ], + "latin_titles": [ + "Durarara!!", + "Dhurarara!!", + "Dyurarara!!", + "Dulalala!!", + "Dullalala!!", + "DRRR!!", + "Durarara!!" + ], + "titles": [ + { + "type": "Default", + "title": "Durarara!!" + }, + { + "type": "Synonym", + "title": "Dhurarara!!" + }, + { + "type": "Synonym", + "title": "Dyurarara!!" + }, + { + "type": "Synonym", + "title": "Dulalala!!" + }, + { + "type": "Synonym", + "title": "Dullalala!!" + }, + { + "type": "Synonym", + "title": "DRRR!!" + }, + { + "type": "Japanese", + "title": "デュラララ!!" + }, + { + "type": "English", + "title": "Durarara!!" + } + ], + "aliases": [ + "Durarara!!", + "デュラララ!!", + "Dhurarara!!", + "Dyurarara!!", + "Dulalala!!", + "Dullalala!!", + "DRRR!!" + ], + "ids": { + "mal": 6746, + "jikan": 6746 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:06Z", + "wikidata_ids": [ + "Q131587684" + ], + "anilist_id": 6746, + "chinese_title": null, + "korean_title": "듀라라라!!", + "chinese_titles_cn": [ + { + "title": "无头骑士异闻录", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ss1656", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China streaming title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Rakuten Kobo Hong Kong", + "url": "https://www.kobo.com/hk/en/ebook/durarara-6", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Hong Kong ebook storefront title for the same franchise." + } + ], + "chinese_titles_tw": [ + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/無頭騎士異聞錄_DuRaRaRa!!", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=4616", + "confidence": "medium", + "region": "zh_tw", + "note": "Bahamut page for a later anime installment uses the franchise title." + } + ], + "korean_titles": [ + { + "title": "듀라라라!!", + "source": "NamuWiki", + "url": "https://namu.moe/w/듀라라라!!", + "confidence": "medium", + "region": "ko" + }, + { + "title": "듀라라라!!", + "source": "Watcha", + "url": "https://watcha.com/ko-KR/contents/tEK11kP", + "confidence": "medium", + "region": "ko", + "note": "Watcha page for a later anime installment uses the franchise title." + } + ], + "title_enrichment_notes": [], + "chinese_titles": [ + { + "title": "无头骑士异闻录", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ss1656", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China streaming title." + }, + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Rakuten Kobo Hong Kong", + "url": "https://www.kobo.com/hk/en/ebook/durarara-6", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Hong Kong ebook storefront title for the same franchise." + }, + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/無頭騎士異聞錄_DuRaRaRa!!", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=4616", + "confidence": "medium", + "region": "zh_tw", + "note": "Bahamut page for a later anime installment uses the franchise title." + } + ], + "chinese_title_cn": "无头骑士异闻录", + "chinese_title_hk_mo": "無頭騎士異聞錄 DuRaRaRa!!", + "chinese_title_tw": "無頭騎士異聞錄 DuRaRaRa!!" + }, + { + "type": "anime", + "mal_id": 431, + "url": "https://myanimelist.net/anime/431/Howl_no_Ugoku_Shiro", + "rank": 80, + "popularity": 99, + "score": 8.67, + "members": 1492172, + "year": null, + "default_title": "Howl no Ugoku Shiro", + "english_title": "Howl's Moving Castle", + "cjk_title": "ハウルの動く城", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "ハウルの動く城" + ], + "latin_titles": [ + "Howl no Ugoku Shiro", + "Howl's Moving Castle", + "Das wandelnde Schloss", + "El Castillo Ambulante", + "Le Château ambulant" + ], + "titles": [ + { + "type": "Default", + "title": "Howl no Ugoku Shiro" + }, + { + "type": "Japanese", + "title": "ハウルの動く城" + }, + { + "type": "English", + "title": "Howl's Moving Castle" + }, + { + "type": "German", + "title": "Das wandelnde Schloss" + }, + { + "type": "Spanish", + "title": "El Castillo Ambulante" + }, + { + "type": "French", + "title": "Le Château ambulant" + } + ], + "aliases": [ + "Howl no Ugoku Shiro", + "Howl's Moving Castle", + "ハウルの動く城", + "Das wandelnde Schloss", + "El Castillo Ambulante", + "Le Château ambulant" + ], + "ids": { + "mal": 431, + "jikan": 431 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:06Z", + "wikidata_ids": [ + "Q29011" + ], + "chinese_titles": [ + { + "title": "哈尔的移动城堡", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "哈爾移動城堡", + "source": "Wikidata zh-hk and zh-mo labels", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high", + "region": "zh_hk_mo" + }, + { + "title": "霍爾的移動城堡", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "哈尔的移动城堡", + "source": "zhwiki_sitelink", + "url": "https://zh.wikipedia.org/wiki/%E5%93%88%E5%B0%94%E7%9A%84%E7%A7%BB%E5%8A%A8%E5%9F%8E%E5%A0%A1", + "confidence": "medium" + }, + { + "title": "霍爾的移動城堡", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "medium" + }, + { + "title": "哈尔移动城堡", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "medium" + }, + { + "title": "霍尔的移动城堡", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "medium" + }, + { + "title": "哈爾的移動城堡", + "source": "wikidata_alt_label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "medium" + }, + { + "title": "哈爾移動城堡", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "하울의 움직이는 성 (영화)", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%ED%95%98%EC%9A%B8%EC%9D%98_%EC%9B%80%EC%A7%81%EC%9D%B4%EB%8A%94_%EC%84%B1_%28%EC%98%81%ED%99%94%29" + }, + { + "title": "하울의 움직이는 성", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q29011" + }, + { + "title": "하울의 움직이는 성", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 431, + "chinese_title": "哈尔的移动城堡", + "korean_title": "하울의 움직이는 성 (영화)", + "chinese_titles_cn": [ + { + "title": "哈尔的移动城堡", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "哈爾移動城堡", + "source": "Wikidata zh-hk and zh-mo labels", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high", + "region": "zh_hk_mo" + } + ], + "chinese_titles_tw": [ + { + "title": "霍爾的移動城堡", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "哈尔的移动城堡", + "chinese_title_hk_mo": "哈爾移動城堡", + "chinese_title_tw": "霍爾的移動城堡" + }, + { + "type": "anime", + "mal_id": 12189, + "url": "https://myanimelist.net/anime/12189/Hyouka", + "rank": 677, + "popularity": 100, + "score": 8.05, + "members": 1481401, + "year": 2012, + "default_title": "Hyouka", + "english_title": "Hyouka", + "cjk_title": "氷菓", + "cjk_scripts": [ + "han" + ], + "cjk_titles": [ + "氷菓" + ], + "latin_titles": [ + "Hyouka", + "Hyou-ka", + "Hyouka: You can't escape", + "Hyou-ka: You can't escape", + "Hyoka", + "Hyouka" + ], + "titles": [ + { + "type": "Default", + "title": "Hyouka" + }, + { + "type": "Synonym", + "title": "Hyou-ka" + }, + { + "type": "Synonym", + "title": "Hyouka: You can't escape" + }, + { + "type": "Synonym", + "title": "Hyou-ka: You can't escape" + }, + { + "type": "Synonym", + "title": "Hyoka" + }, + { + "type": "Japanese", + "title": "氷菓" + }, + { + "type": "English", + "title": "Hyouka" + } + ], + "aliases": [ + "Hyouka", + "氷菓", + "Hyou-ka", + "Hyouka: You can't escape", + "Hyou-ka: You can't escape", + "Hyoka" + ], + "ids": { + "mal": 12189, + "jikan": 12189 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:06Z", + "wikidata_ids": [ + "Q99853668" + ], + "korean_titles": [ + { + "title": "빙과 (애니메이션)", + "language": "ko", + "source": "kowiki_sitelink", + "source_url": "https://ko.wikipedia.org/wiki/%EB%B9%99%EA%B3%BC_%28%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98%29" + }, + { + "title": "빙과", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q99853668" + }, + { + "title": "빙과", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q99853668", + "confidence": "high", + "region": "ko" + }, + { + "title": "빙과", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/빙과_(애니메이션)", + "confidence": "high", + "region": "ko" + } + ], + "chinese_titles": [ + { + "title": "冰菓", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep84779", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China streaming title." + }, + { + "title": "冰菓", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=100", + "confidence": "high", + "region": "zh_tw", + "note": "Taiwan streaming title." + }, + { + "title": "冰菓", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q99853668", + "confidence": "medium" + } + ], + "anilist_id": 12189, + "chinese_title": "冰菓", + "korean_title": "빙과 (애니메이션)", + "chinese_titles_cn": [ + { + "title": "冰菓", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep84779", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China streaming title." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "冰菓", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=100", + "confidence": "high", + "region": "zh_tw", + "note": "Taiwan streaming title." + } + ], + "title_enrichment_notes": [ + "No real Hong Kong/Macau-specific Chinese title was found." + ], + "chinese_title_cn": "冰菓", + "chinese_title_hk_mo": null, + "chinese_title_tw": "冰菓" + }, + { + "type": "anime", + "mal_id": 35507, + "url": "https://myanimelist.net/anime/35507/Youkoso_Jitsuryoku_Shijou_Shugi_no_Kyoushitsu_e", + "rank": 1124, + "popularity": 101, + "score": 7.83, + "members": 1469427, + "year": 2017, + "default_title": "Youkoso Jitsuryoku Shijou Shugi no Kyoushitsu e", + "english_title": "Classroom of the Elite", + "cjk_title": "ようこそ実力至上主義の教室へ", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "ようこそ実力至上主義の教室へ" + ], + "latin_titles": [ + "Youkoso Jitsuryoku Shijou Shugi no Kyoushitsu e", + "Welcome to the Classroom of the Elite", + "You-jitsu", + "You-zitsu", + "Classroom of the Elite", + "Classroom of the Elite", + "Classroom of the Elite", + "Classroom of the Elite" + ], + "titles": [ + { + "type": "Default", + "title": "Youkoso Jitsuryoku Shijou Shugi no Kyoushitsu e" + }, + { + "type": "Synonym", + "title": "Welcome to the Classroom of the Elite" + }, + { + "type": "Synonym", + "title": "You-jitsu" + }, + { + "type": "Synonym", + "title": "You-zitsu" + }, + { + "type": "Japanese", + "title": "ようこそ実力至上主義の教室へ" + }, + { + "type": "English", + "title": "Classroom of the Elite" + }, + { + "type": "German", + "title": "Classroom of the Elite" + }, + { + "type": "Spanish", + "title": "Classroom of the Elite" + }, + { + "type": "French", + "title": "Classroom of the Elite" + } + ], + "aliases": [ + "Youkoso Jitsuryoku Shijou Shugi no Kyoushitsu e", + "Classroom of the Elite", + "ようこそ実力至上主義の教室へ", + "Welcome to the Classroom of the Elite", + "You-jitsu", + "You-zitsu" + ], + "ids": { + "mal": 35507, + "jikan": 35507 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:08Z", + "wikidata_ids": [ + "Q111554130" + ], + "anilist_id": 98659, + "chinese_titles": [ + { + "title": "歡迎來到實力至上主義的教室", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "欢迎来到实力至上主义的教室", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep113358", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China streaming title." + }, + { + "title": "歡迎來到實力至上主義的教室", + "source": "ANIHK", + "url": "https://anihk.com/anime/classroom-of-the-elite", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Hong Kong anime database title." + }, + { + "title": "歡迎來到實力至上主義的教室", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=8542", + "confidence": "high", + "region": "zh_tw", + "note": "Taiwan streaming title." + }, + { + "title": "歡迎來到實力至上主義的教室", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "歡迎來到實力至上主義的教室", + "korean_title": "어서 오세요 실력 지상주의 교실에", + "chinese_titles_cn": [ + { + "title": "歡迎來到實力至上主義的教室", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "欢迎来到实力至上主义的教室", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep113358", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China streaming title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "歡迎來到實力至上主義的教室", + "source": "ANIHK", + "url": "https://anihk.com/anime/classroom-of-the-elite", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Hong Kong anime database title." + } + ], + "chinese_titles_tw": [ + { + "title": "歡迎來到實力至上主義的教室", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=8542", + "confidence": "high", + "region": "zh_tw", + "note": "Taiwan streaming title." + } + ], + "korean_titles": [ + { + "title": "어서 오세요 실력 지상주의 교실에", + "source": "Apple TV Korea", + "url": "https://tv.apple.com/kr/show/어서-오세요-실력-지상주의-교실에/umc.cmc.514ygmczvweqazs5ppmftdyle", + "confidence": "high", + "region": "ko" + }, + { + "title": "어서 오세요 실력지상주의 교실에", + "source": "Yes24", + "url": "https://www.yes24.com/product/goods/147562279", + "confidence": "high", + "region": "ko", + "note": "Korean book title for the source franchise." + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "歡迎來到實力至上主義的教室", + "chinese_title_hk_mo": "歡迎來到實力至上主義的教室", + "chinese_title_tw": "歡迎來到實力至上主義的教室" + }, + { + "type": "anime", + "mal_id": 14741, + "url": "https://myanimelist.net/anime/14741/Chuunibyou_demo_Koi_ga_Shitai", + "rank": 1460, + "popularity": 102, + "score": 7.7, + "members": 1466153, + "year": 2012, + "default_title": "Chuunibyou demo Koi ga Shitai!", + "english_title": "Love, Chunibyo & Other Delusions!", + "cjk_title": "中二病でも恋がしたい!", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "中二病でも恋がしたい!" + ], + "latin_titles": [ + "Chuunibyou demo Koi ga Shitai!", + "Chu-2 Byo demo Koi ga Shitai!", + "Regardless of My Adolescent Delusions of Grandeur", + "I Want a Date!", + "Love, Chunibyo & Other Delusions!", + "Love, Chunibyo & Other Delusions!", + "Love, Chunibyo & Other Delusions", + "Love, Chunibyo & Other Delusions!" + ], + "titles": [ + { + "type": "Default", + "title": "Chuunibyou demo Koi ga Shitai!" + }, + { + "type": "Synonym", + "title": "Chu-2 Byo demo Koi ga Shitai!" + }, + { + "type": "Synonym", + "title": "Regardless of My Adolescent Delusions of Grandeur" + }, + { + "type": "Synonym", + "title": "I Want a Date!" + }, + { + "type": "Japanese", + "title": "中二病でも恋がしたい!" + }, + { + "type": "English", + "title": "Love, Chunibyo & Other Delusions!" + }, + { + "type": "German", + "title": "Love, Chunibyo & Other Delusions!" + }, + { + "type": "Spanish", + "title": "Love, Chunibyo & Other Delusions" + }, + { + "type": "French", + "title": "Love, Chunibyo & Other Delusions!" + } + ], + "aliases": [ + "Chuunibyou demo Koi ga Shitai!", + "Love, Chunibyo & Other Delusions!", + "中二病でも恋がしたい!", + "Chu-2 Byo demo Koi ga Shitai!", + "Regardless of My Adolescent Delusions of Grandeur", + "I Want a Date!", + "Love, Chunibyo & Other Delusions" + ], + "ids": { + "mal": 14741, + "jikan": 14741 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "season/part/number marker", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:08Z", + "wikidata_ids": [ + "Q106935358" + ], + "anilist_id": 14741, + "chinese_titles": [ + { + "title": "中二病也要谈恋爱！", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "中二病也要谈恋爱", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China title." + }, + { + "title": "中二病也想談戀愛！", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "region": "zh_hk_mo", + "note": "Hong Kong title." + }, + { + "title": "中二病也想談戀愛！", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "region": "zh_tw", + "note": "Taiwan title." + }, + { + "title": "中二病也要谈恋爱！", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium" + } + ], + "chinese_title": "中二病也要谈恋爱！", + "korean_title": "중2병이라도 사랑이 하고 싶어!", + "chinese_titles_cn": [ + { + "title": "中二病也要谈恋爱！", + "source": "anilist_synonym", + "url": "https://anilist.co/search/anime", + "confidence": "medium", + "region": "zh_cn" + }, + { + "title": "中二病也要谈恋爱", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "region": "zh_cn", + "note": "Mainland China title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "中二病也想談戀愛！", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "region": "zh_hk_mo", + "note": "Hong Kong title." + } + ], + "chinese_titles_tw": [ + { + "title": "中二病也想談戀愛！", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "region": "zh_tw", + "note": "Taiwan title." + } + ], + "korean_titles": [ + { + "title": "중2병이라도 사랑이 하고 싶어!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/중2병이라도_사랑이_하고_싶어!", + "confidence": "medium", + "region": "ko" + } + ], + "title_enrichment_notes": [], + "chinese_title_cn": "中二病也要谈恋爱！", + "chinese_title_hk_mo": "中二病也想談戀愛！", + "chinese_title_tw": "中二病也想談戀愛！" + }, + { + "type": "anime", + "mal_id": 26243, + "url": "https://myanimelist.net/anime/26243/Owari_no_Seraph", + "rank": 2331, + "popularity": 103, + "score": 7.49, + "members": 1455550, + "year": 2015, + "default_title": "Owari no Seraph", + "english_title": "Seraph of the End: Vampire Reign", + "cjk_title": "終わりのセラフ", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "終わりのセラフ" + ], + "latin_titles": [ + "Owari no Seraph", + "Seraph of the End", + "Seraph of the End: Vampire Reign", + "Seraph of the End: Vampire Reign", + "Seraph of the End: El Reino de los Vampiros", + "Seraph of the End: Vampire Reign" + ], + "titles": [ + { + "type": "Default", + "title": "Owari no Seraph" + }, + { + "type": "Synonym", + "title": "Seraph of the End" + }, + { + "type": "Japanese", + "title": "終わりのセラフ" + }, + { + "type": "English", + "title": "Seraph of the End: Vampire Reign" + }, + { + "type": "German", + "title": "Seraph of the End: Vampire Reign" + }, + { + "type": "Spanish", + "title": "Seraph of the End: El Reino de los Vampiros" + }, + { + "type": "French", + "title": "Seraph of the End: Vampire Reign" + } + ], + "aliases": [ + "Owari no Seraph", + "Seraph of the End: Vampire Reign", + "終わりのセラフ", + "Seraph of the End", + "Seraph of the End: El Reino de los Vampiros" + ], + "ids": { + "mal": 26243, + "jikan": 26243 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:08Z", + "wikidata_ids": [ + "Q64711220" + ], + "chinese_titles": [ + { + "title": "终结的炽天使", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "high", + "region": "zh_cn" + }, + { + "title": "終結的熾天使", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Traditional Chinese title; no Hong Kong/Macau-only variant found." + }, + { + "title": "終結的熾天使", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/終結的熾天使", + "confidence": "high", + "region": "zh_tw" + }, + { + "title": "終結的熾天使", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "medium" + }, + { + "title": "终结的炽天使", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "medium" + } + ], + "korean_titles": [ + { + "title": "종말의 세라프", + "language": "ko", + "source": "wikidata_label", + "source_url": "https://www.wikidata.org/wiki/Q64711220" + }, + { + "title": "종말의 세라프", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "high", + "region": "ko" + } + ], + "anilist_id": 20829, + "chinese_title": "終結的熾天使", + "korean_title": "종말의 세라프", + "chinese_titles_cn": [ + { + "title": "终结的炽天使", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "high", + "region": "zh_cn" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "終結的熾天使", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Traditional Chinese title; no Hong Kong/Macau-only variant found." + } + ], + "chinese_titles_tw": [ + { + "title": "終結的熾天使", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/終結的熾天使", + "confidence": "high", + "region": "zh_tw" + } + ], + "title_enrichment_notes": [ + "No Hong Kong/Macau-only Chinese title was found; the traditional Chinese title is recorded instead." + ], + "chinese_title_cn": "终结的炽天使", + "chinese_title_hk_mo": "終結的熾天使", + "chinese_title_tw": "終結的熾天使" + }, + { + "type": "anime", + "mal_id": 52991, + "url": "https://myanimelist.net/anime/52991/Sousou_no_Frieren", + "rank": 1, + "popularity": 104, + "score": 9.27, + "members": 1441117, + "year": 2023, + "default_title": "Sousou no Frieren", + "english_title": "Frieren: Beyond Journey's End", + "cjk_title": "葬送のフリーレン", + "cjk_scripts": [ + "japanese_kana", + "han" + ], + "cjk_titles": [ + "葬送のフリーレン" + ], + "latin_titles": [ + "Sousou no Frieren", + "Frieren at the Funeral", + "Frieren The Slayer", + "Frieren: Beyond Journey's End" + ], + "titles": [ + { + "type": "Default", + "title": "Sousou no Frieren" + }, + { + "type": "Synonym", + "title": "Frieren at the Funeral" + }, + { + "type": "Synonym", + "title": "Frieren The Slayer" + }, + { + "type": "Japanese", + "title": "葬送のフリーレン" + }, + { + "type": "English", + "title": "Frieren: Beyond Journey's End" + } + ], + "aliases": [ + "Sousou no Frieren", + "Frieren: Beyond Journey's End", + "葬送のフリーレン", + "Frieren at the Funeral", + "Frieren The Slayer" + ], + "ids": { + "mal": 52991, + "jikan": 52991 + }, + "complexity_reasons": [ + "5+ MAL title entries", + "multiple Latin/English aliases", + "CJK and Latin title coverage", + "punctuation/subtitle markers", + "English title differs from default romanized title", + "native/CJK title differs from default title", + "high-popularity MAL entry" + ], + "source": "Jikan /v4/top/anime filter=bypopularity, backed by MyAnimeList", + "captured_at_utc": "2026-05-19T05:14:08Z", + "wikidata_ids": [ + "Q130377145" + ], + "chinese_titles": [ + { + "title": "葬送的芙莉蓮", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/葬送的芙莉蓮_(動畫)", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Chinese Wikipedia records Hong Kong television airing but does not distinguish a Hong Kong-only title." + }, + { + "title": "葬送的芙莉蓮", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/葬送的芙莉蓮_(動畫)", + "confidence": "high", + "region": "zh_tw", + "note": "Chinese Wikipedia records Taiwan television airing under this title." + }, + { + "title": "葬送的芙莉蓮", + "source": "wikidata_label", + "url": "https://www.wikidata.org/wiki/Q130377145", + "confidence": "medium" + } + ], + "anilist_id": 154587, + "korean_titles": [ + { + "title": "장송의 프리렌", + "language": "ko", + "source": "anilist_synonym", + "source_url": "https://anilist.co/search/anime" + }, + { + "title": "장송의 프리렌", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/장송의_프리렌", + "confidence": "high", + "region": "ko" + } + ], + "chinese_title": "葬送的芙莉蓮", + "korean_title": "장송의 프리렌", + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "葬送的芙莉蓮", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/葬送的芙莉蓮_(動畫)", + "confidence": "medium", + "region": "zh_hk_mo", + "note": "Chinese Wikipedia records Hong Kong television airing but does not distinguish a Hong Kong-only title." + } + ], + "chinese_titles_tw": [ + { + "title": "葬送的芙莉蓮", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/葬送的芙莉蓮_(動畫)", + "confidence": "high", + "region": "zh_tw", + "note": "Chinese Wikipedia records Taiwan television airing under this title." + } + ], + "title_enrichment_notes": [ + "No source-backed Mainland China regional title was found." + ], + "chinese_title_cn": null, + "chinese_title_hk_mo": "葬送的芙莉蓮", + "chinese_title_tw": "葬送的芙莉蓮" + } + ], + "enrichment": { + "captured_at_utc": "2026-05-19T05:35:10Z", + "sources": [ + "Wikidata SPARQL by MyAnimeList anime ID (P4086)", + "Chinese and Korean Wikipedia sitelinks exposed through Wikidata", + "AniList GraphQL idMal_in title synonyms", + "Chinese and Korean Wikipedia search top result for remaining gaps" + ], + "coverage": { + "samples": 100, + "with_chinese_cn": 89, + "with_chinese_hk_mo": 54, + "with_chinese_tw": 80, + "with_any_chinese": 100, + "with_korean": 100 + }, + "merged_at_utc": "2026-05-19T06:07:29Z", + "regional_chinese_fields": [ + "chinese_titles_cn", + "chinese_titles_hk_mo", + "chinese_titles_tw" + ], + "shards": [ + { + "path": "tools/search_eval/samples/title_enrichment_shard_01.json", + "shard": "01", + "range": [ + 1, + 20 + ] + }, + { + "path": "tools/search_eval/samples/title_enrichment_shard_02.json", + "shard": "02", + "range": [ + 21, + 40 + ] + }, + { + "path": "tools/search_eval/samples/title_enrichment_shard_03.json", + "shard": "03", + "range": [ + 41, + 60 + ] + }, + { + "path": "tools/search_eval/samples/title_enrichment_shard_04.json", + "shard": "04", + "range": [ + 61, + 80 + ] + }, + { + "path": "tools/search_eval/samples/title_enrichment_shard_05.json", + "shard": "05", + "range": [ + 81, + 100 + ] + }, + { + "path": "tools/search_eval/samples/title_enrichment_shard_manual.json", + "shard": "manual", + "range": [ + 1, + 100 + ] + } + ] + } +} diff --git a/tools/search_eval/samples/title_enrichment_shard_01.json b/tools/search_eval/samples/title_enrichment_shard_01.json new file mode 100644 index 0000000..e29ff0b --- /dev/null +++ b/tools/search_eval/samples/title_enrichment_shard_01.json @@ -0,0 +1,488 @@ +{ + "shard": "01", + "range": [1, 20], + "items": [ + { + "sample_index": 1, + "mal_id": 16498, + "default_title": "Shingeki no Kyojin", + "cjk_title": "進撃の巨人", + "chinese_titles": [ + {"title": "进击的巨人", "source": "Wikidata zh-cn label", "url": "https://www.wikidata.org/wiki/Q22126305", "confidence": "high"}, + {"title": "進擊的巨人", "source": "Wikidata zh-hk/zh-tw labels", "url": "https://www.wikidata.org/wiki/Q22126305", "confidence": "high"} + ], + "chinese_titles_cn": [ + {"title": "进击的巨人", "source": "Wikidata zh-cn label", "url": "https://www.wikidata.org/wiki/Q22126305", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "進擊的巨人", "source": "Wikidata zh-hk label", "url": "https://www.wikidata.org/wiki/Q22126305", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "進擊的巨人", "source": "Wikidata zh-tw label", "url": "https://www.wikidata.org/wiki/Q22126305", "confidence": "high"} + ], + "korean_titles": [ + {"title": "진격의 거인", "source": "Korean Wikipedia", "url": "https://ko.wikipedia.org/wiki/%EC%A7%84%EA%B2%A9%EC%9D%98_%EA%B1%B0%EC%9D%B8", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 2, + "mal_id": 1535, + "default_title": "Death Note", + "cjk_title": "デスノート", + "chinese_titles": [ + {"title": "死亡笔记", "source": "Wikidata zh alias", "url": "https://www.wikidata.org/wiki/Q718624", "confidence": "medium", "note": "Generic simplified Chinese alias; no explicit Mainland formal title was found in the checked sources."}, + {"title": "死亡筆記", "source": "Chinese Wikipedia formal Hong Kong title", "url": "https://zh.wikipedia.org/wiki/%E6%AD%BB%E4%BA%A1%E7%AD%86%E8%A8%98", "confidence": "high"}, + {"title": "死亡筆記本", "source": "Chinese Wikipedia formal Taiwan title", "url": "https://zh.wikipedia.org/wiki/%E6%AD%BB%E4%BA%A1%E7%AD%86%E8%A8%98", "confidence": "high"} + ], + "chinese_titles_cn": [ + {"title": "死亡笔记", "source": "Wikidata zh alias", "url": "https://www.wikidata.org/wiki/Q718624", "confidence": "medium", "note": "Generic simplified Chinese alias; no explicit Mainland formal title was found in the checked sources."} + ], + "chinese_titles_hk_mo": [ + {"title": "死亡筆記", "source": "Chinese Wikipedia formal Hong Kong title", "url": "https://zh.wikipedia.org/wiki/%E6%AD%BB%E4%BA%A1%E7%AD%86%E8%A8%98", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "死亡筆記本", "source": "Chinese Wikipedia formal Taiwan title", "url": "https://zh.wikipedia.org/wiki/%E6%AD%BB%E4%BA%A1%E7%AD%86%E8%A8%98", "confidence": "high"} + ], + "korean_titles": [ + {"title": "데스노트", "source": "Korean Wikipedia", "url": "https://ko.wikipedia.org/wiki/%EB%8D%B0%EC%8A%A4%EB%85%B8%ED%8A%B8", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 3, + "mal_id": 5114, + "default_title": "Fullmetal Alchemist: Brotherhood", + "cjk_title": "鋼の錬金術師 FULLMETAL ALCHEMIST", + "chinese_titles": [ + {"title": "钢之炼金术师 FULLMETAL ALCHEMIST", "source": "AniList synonym", "url": "https://anilist.co/anime/5114", "confidence": "medium"}, + {"title": "鋼之鍊金術師 FULLMETAL ALCHEMIST", "source": "Wikidata zh label", "url": "https://www.wikidata.org/wiki/Q437808", "confidence": "medium"}, + {"title": "鋼之鍊金術師FA", "source": "Chinese Wikipedia formal title", "url": "https://zh.wikipedia.org/wiki/%E9%8B%BC%E4%B9%8B%E9%8D%8A%E9%87%91%E8%A1%93%E5%B8%AB_FULLMETAL_ALCHEMIST", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "钢之炼金术师 FULLMETAL ALCHEMIST", "source": "AniList synonym", "url": "https://anilist.co/anime/5114", "confidence": "medium"} + ], + "chinese_titles_hk_mo": [ + {"title": "鋼之鍊金術師 FULLMETAL ALCHEMIST", "source": "Wikidata zh label", "url": "https://www.wikidata.org/wiki/Q437808", "confidence": "medium"}, + {"title": "鋼之鍊金術師FA", "source": "Chinese Wikipedia formal title", "url": "https://zh.wikipedia.org/wiki/%E9%8B%BC%E4%B9%8B%E9%8D%8A%E9%87%91%E8%A1%93%E5%B8%AB_FULLMETAL_ALCHEMIST", "confidence": "medium"} + ], + "chinese_titles_tw": [ + {"title": "鋼之鍊金術師 FULLMETAL ALCHEMIST", "source": "Wikidata zh label", "url": "https://www.wikidata.org/wiki/Q437808", "confidence": "medium"}, + {"title": "鋼之鍊金術師FA", "source": "Chinese Wikipedia formal title", "url": "https://zh.wikipedia.org/wiki/%E9%8B%BC%E4%B9%8B%E9%8D%8A%E9%87%91%E8%A1%93%E5%B8%AB_FULLMETAL_ALCHEMIST", "confidence": "medium"} + ], + "korean_titles": [ + {"title": "강철의 연금술사 BROTHERHOOD", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q437808", "confidence": "high"} + ], + "notes": ["The checked sources did not clearly distinguish Hong Kong/Macau and Taiwan titles for this TV entry."] + }, + { + "sample_index": 4, + "mal_id": 30276, + "default_title": "One Punch Man", + "cjk_title": "ワンパンマン", + "chinese_titles": [ + {"title": "一拳超人", "source": "Chinese Wikipedia official translation", "url": "https://zh.wikipedia.org/wiki/%E4%B8%80%E6%8B%B3%E8%B6%85%E4%BA%BA", "confidence": "high"}, + {"title": "一擊男", "source": "Chinese Wikipedia common translation", "url": "https://zh.wikipedia.org/wiki/%E4%B8%80%E6%8B%B3%E8%B6%85%E4%BA%BA", "confidence": "medium"}, + {"title": "一擊超人", "source": "Chinese Wikipedia common translation", "url": "https://zh.wikipedia.org/wiki/%E4%B8%80%E6%8B%B3%E8%B6%85%E4%BA%BA", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "一拳超人", "source": "Chinese Wikipedia official translation", "url": "https://zh.wikipedia.org/wiki/%E4%B8%80%E6%8B%B3%E8%B6%85%E4%BA%BA", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "一拳超人", "source": "Wikidata zh-hk label", "url": "https://www.wikidata.org/wiki/Q105081756", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "一拳超人", "source": "Chinese Wikipedia official translation", "url": "https://zh.wikipedia.org/wiki/%E4%B8%80%E6%8B%B3%E8%B6%85%E4%BA%BA", "confidence": "high"} + ], + "korean_titles": [ + {"title": "원펀맨", "source": "Korean Wikipedia", "url": "https://ko.wikipedia.org/wiki/%EC%9B%90%ED%8E%80%EB%A7%A8", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 5, + "mal_id": 38000, + "default_title": "Kimetsu no Yaiba", + "cjk_title": "鬼滅の刃", + "chinese_titles": [ + {"title": "鬼灭之刃", "source": "Wikidata zh-cn label", "url": "https://www.wikidata.org/wiki/Q24862683", "confidence": "high"}, + {"title": "鬼滅之刃", "source": "Wikidata zh-hk/zh-tw labels", "url": "https://www.wikidata.org/wiki/Q24862683", "confidence": "high"}, + {"title": "鬼滅之刃 竈門炭治郎 立志篇", "source": "Wikidata zh label for MAL-matched season entry", "url": "https://www.wikidata.org/wiki/Q105847391", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "鬼灭之刃", "source": "Wikidata zh-cn label", "url": "https://www.wikidata.org/wiki/Q24862683", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "鬼滅之刃", "source": "Wikidata zh-hk label", "url": "https://www.wikidata.org/wiki/Q24862683", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "鬼滅之刃", "source": "Wikidata zh-tw label", "url": "https://www.wikidata.org/wiki/Q24862683", "confidence": "high"}, + {"title": "鬼滅之刃 竈門炭治郎 立志篇", "source": "Wikidata zh label for MAL-matched season entry", "url": "https://www.wikidata.org/wiki/Q105847391", "confidence": "medium"} + ], + "korean_titles": [ + {"title": "귀멸의 칼날", "source": "Korean Wikipedia", "url": "https://ko.wikipedia.org/wiki/%EA%B7%80%EB%A9%B8%EC%9D%98_%EC%B9%BC%EB%82%A0", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 6, + "mal_id": 31964, + "default_title": "Boku no Hero Academia", + "cjk_title": "僕のヒーローアカデミア", + "chinese_titles": [ + {"title": "我的英雄学园", "source": "Chinese Wikipedia formal Mainland China title", "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", "confidence": "high"}, + {"title": "我的英雄学院", "source": "Chinese Wikipedia formal Hong Kong/Macau/Taiwan title", "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", "confidence": "high"} + ], + "chinese_titles_cn": [ + {"title": "我的英雄学园", "source": "Chinese Wikipedia formal Mainland China title", "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "我的英雄学院", "source": "Chinese Wikipedia formal Hong Kong/Macau title", "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "我的英雄学院", "source": "Chinese Wikipedia formal Taiwan title", "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", "confidence": "high"} + ], + "korean_titles": [ + {"title": "나의 히어로 아카데미아", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q18047903", "confidence": "high"}, + {"title": "나의 히어로 아카데미아 1기", "source": "AniList synonym", "url": "https://anilist.co/anime/21459", "confidence": "medium"} + ], + "notes": [] + }, + { + "sample_index": 7, + "mal_id": 11757, + "default_title": "Sword Art Online", + "cjk_title": "ソードアート・オンライン", + "chinese_titles": [ + {"title": "刀剑神域", "source": "Chinese Wikipedia Mainland China publication table", "url": "https://zh.wikipedia.org/wiki/%E5%88%80%E5%8A%8D%E7%A5%9E%E5%9F%9F", "confidence": "high"}, + {"title": "刀劍神域", "source": "Wikidata zh-hk/zh-tw labels", "url": "https://www.wikidata.org/wiki/Q27863", "confidence": "high"} + ], + "chinese_titles_cn": [ + {"title": "刀剑神域", "source": "Chinese Wikipedia Mainland China publication table", "url": "https://zh.wikipedia.org/wiki/%E5%88%80%E5%8A%8D%E7%A5%9E%E5%9F%9F", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "刀劍神域", "source": "Wikidata zh-hk label", "url": "https://www.wikidata.org/wiki/Q27863", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "刀劍神域", "source": "Wikidata zh-tw label", "url": "https://www.wikidata.org/wiki/Q27863", "confidence": "high"} + ], + "korean_titles": [ + {"title": "소드 아트 온라인", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q27863", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 8, + "mal_id": 11061, + "default_title": "Hunter x Hunter (2011)", + "cjk_title": "HUNTER×HUNTER（ハンター×ハンター）", + "chinese_titles": [ + {"title": "HUNTER×HUNTER 獵人", "source": "Chinese Wikipedia formal Taiwan/Mainland title", "url": "https://zh.wikipedia.org/wiki/HUNTER%C3%97HUNTER", "confidence": "high"}, + {"title": "HUNTER×HUNTER", "source": "Chinese Wikipedia formal Hong Kong title", "url": "https://zh.wikipedia.org/wiki/HUNTER%C3%97HUNTER", "confidence": "high"}, + {"title": "全職獵人", "source": "Chinese Wikipedia Hong Kong TV/common title", "url": "https://zh.wikipedia.org/wiki/HUNTER%C3%97HUNTER", "confidence": "high"} + ], + "chinese_titles_cn": [ + {"title": "HUNTER×HUNTER 獵人", "source": "Chinese Wikipedia formal Mainland title", "url": "https://zh.wikipedia.org/wiki/HUNTER%C3%97HUNTER", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "HUNTER×HUNTER", "source": "Chinese Wikipedia formal Hong Kong title", "url": "https://zh.wikipedia.org/wiki/HUNTER%C3%97HUNTER", "confidence": "high"}, + {"title": "全職獵人", "source": "Chinese Wikipedia Hong Kong TV/common title", "url": "https://zh.wikipedia.org/wiki/HUNTER%C3%97HUNTER", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "HUNTER×HUNTER 獵人", "source": "Chinese Wikipedia formal Taiwan title", "url": "https://zh.wikipedia.org/wiki/HUNTER%C3%97HUNTER", "confidence": "high"} + ], + "korean_titles": [ + {"title": "헌터 × 헌터 (2011년 애니메이션)", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q70209136", "confidence": "high"}, + {"title": "헌터 × 헌터", "source": "Wikidata ko label for base work", "url": "https://www.wikidata.org/wiki/Q84926", "confidence": "medium"} + ], + "notes": [] + }, + { + "sample_index": 9, + "mal_id": 20, + "default_title": "Naruto", + "cjk_title": "ナルト", + "chinese_titles": [ + {"title": "火影忍者", "source": "Chinese Wikipedia formal Taiwan/Mainland/Hong Kong title", "url": "https://zh.wikipedia.org/wiki/%E7%81%AB%E5%BD%B1%E5%BF%8D%E8%80%85", "confidence": "high"}, + {"title": "狐忍", "source": "Chinese Wikipedia Hong Kong alternate publisher title", "url": "https://zh.wikipedia.org/wiki/%E7%81%AB%E5%BD%B1%E5%BF%8D%E8%80%85", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "火影忍者", "source": "Chinese Wikipedia formal Mainland China title", "url": "https://zh.wikipedia.org/wiki/%E7%81%AB%E5%BD%B1%E5%BF%8D%E8%80%85", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "火影忍者", "source": "Chinese Wikipedia formal Hong Kong title", "url": "https://zh.wikipedia.org/wiki/%E7%81%AB%E5%BD%B1%E5%BF%8D%E8%80%85", "confidence": "high"}, + {"title": "狐忍", "source": "Chinese Wikipedia Hong Kong alternate publisher title", "url": "https://zh.wikipedia.org/wiki/%E7%81%AB%E5%BD%B1%E5%BF%8D%E8%80%85", "confidence": "medium"} + ], + "chinese_titles_tw": [ + {"title": "火影忍者", "source": "Chinese Wikipedia formal Taiwan title", "url": "https://zh.wikipedia.org/wiki/%E7%81%AB%E5%BD%B1%E5%BF%8D%E8%80%85", "confidence": "high"} + ], + "korean_titles": [ + {"title": "나루토", "source": "Wikidata ko label for base work", "url": "https://www.wikidata.org/wiki/Q9312", "confidence": "high"}, + {"title": "나루토 (애니메이션)", "source": "Wikidata ko label for MAL-matched anime entry", "url": "https://www.wikidata.org/wiki/Q25929253", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 10, + "mal_id": 22319, + "default_title": "Tokyo Ghoul", + "cjk_title": "東京喰種-トーキョーグール-", + "chinese_titles": [ + {"title": "东京食尸鬼", "source": "Chinese Wikipedia formal Mainland China title", "url": "https://zh.wikipedia.org/wiki/%E6%9D%B1%E4%BA%AC%E5%96%B0%E7%A8%AE", "confidence": "high"}, + {"title": "東京喰種", "source": "Chinese Wikipedia formal Hong Kong/Macau/Taiwan title", "url": "https://zh.wikipedia.org/wiki/%E6%9D%B1%E4%BA%AC%E5%96%B0%E7%A8%AE", "confidence": "high"} + ], + "chinese_titles_cn": [ + {"title": "东京食尸鬼", "source": "Chinese Wikipedia formal Mainland China title", "url": "https://zh.wikipedia.org/wiki/%E6%9D%B1%E4%BA%AC%E5%96%B0%E7%A8%AE", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "東京喰種", "source": "Chinese Wikipedia formal Hong Kong/Macau title", "url": "https://zh.wikipedia.org/wiki/%E6%9D%B1%E4%BA%AC%E5%96%B0%E7%A8%AE", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "東京喰種", "source": "Chinese Wikipedia formal Taiwan title", "url": "https://zh.wikipedia.org/wiki/%E6%9D%B1%E4%BA%AC%E5%96%B0%E7%A8%AE", "confidence": "high"} + ], + "korean_titles": [ + {"title": "도쿄 구울", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q40239998", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 11, + "mal_id": 40748, + "default_title": "Jujutsu Kaisen", + "cjk_title": "呪術廻戦", + "chinese_titles": [ + {"title": "咒术回战", "source": "Chinese Wikipedia formal Mainland China title", "url": "https://zh.wikipedia.org/wiki/%E5%92%92%E8%A1%93%E8%BF%B4%E6%88%B0", "confidence": "high"}, + {"title": "咒術迴戰", "source": "Chinese Wikipedia formal Hong Kong/Macau/Taiwan title", "url": "https://zh.wikipedia.org/wiki/%E5%92%92%E8%A1%93%E8%BF%B4%E6%88%B0", "confidence": "high"} + ], + "chinese_titles_cn": [ + {"title": "咒术回战", "source": "Chinese Wikipedia formal Mainland China title", "url": "https://zh.wikipedia.org/wiki/%E5%92%92%E8%A1%93%E8%BF%B4%E6%88%B0", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "咒術迴戰", "source": "Chinese Wikipedia formal Hong Kong/Macau title", "url": "https://zh.wikipedia.org/wiki/%E5%92%92%E8%A1%93%E8%BF%B4%E6%88%B0", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "咒術迴戰", "source": "Chinese Wikipedia formal Taiwan title", "url": "https://zh.wikipedia.org/wiki/%E5%92%92%E8%A1%93%E8%BF%B4%E6%88%B0", "confidence": "high"} + ], + "korean_titles": [ + {"title": "주술회전", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q55522899", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 12, + "mal_id": 32281, + "default_title": "Kimi no Na wa.", + "cjk_title": "君の名は。", + "chinese_titles": [ + {"title": "你的名字。", "source": "Chinese Wikipedia regional film title list", "url": "https://zh.wikipedia.org/wiki/%E4%BD%A0%E7%9A%84%E5%90%8D%E5%AD%97%E3%80%82", "confidence": "high"}, + {"title": "你的名字", "source": "Chinese Wikipedia Taiwan alternate distributor title", "url": "https://zh.wikipedia.org/wiki/%E4%BD%A0%E7%9A%84%E5%90%8D%E5%AD%97%E3%80%82", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "你的名字。", "source": "Chinese Wikipedia Mainland China title", "url": "https://zh.wikipedia.org/wiki/%E4%BD%A0%E7%9A%84%E5%90%8D%E5%AD%97%E3%80%82", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "你的名字。", "source": "Chinese Wikipedia Hong Kong/Macau title", "url": "https://zh.wikipedia.org/wiki/%E4%BD%A0%E7%9A%84%E5%90%8D%E5%AD%97%E3%80%82", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "你的名字。", "source": "Chinese Wikipedia Taiwan distributor title", "url": "https://zh.wikipedia.org/wiki/%E4%BD%A0%E7%9A%84%E5%90%8D%E5%AD%97%E3%80%82", "confidence": "high"}, + {"title": "你的名字", "source": "Chinese Wikipedia Taiwan alternate distributor title", "url": "https://zh.wikipedia.org/wiki/%E4%BD%A0%E7%9A%84%E5%90%8D%E5%AD%97%E3%80%82", "confidence": "medium"} + ], + "korean_titles": [ + {"title": "너의 이름은.", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q21697406", "confidence": "high"}, + {"title": "너의 이름은", "source": "Wikidata ko alias", "url": "https://www.wikidata.org/wiki/Q21697406", "confidence": "medium"} + ], + "notes": [] + }, + { + "sample_index": 13, + "mal_id": 25777, + "default_title": "Shingeki no Kyojin Season 2", + "cjk_title": "進撃の巨人 Season2", + "chinese_titles": [ + {"title": "进击的巨人 第二季", "source": "Bilibili Mainland China media page", "url": "https://www.bilibili.com/bangumi/media/md28230020", "confidence": "high"}, + {"title": "進擊的巨人 第二季", "source": "Bilibili Taiwan media page", "url": "https://www.bilibili.com/bangumi/media/md5970/", "confidence": "high"} + ], + "chinese_titles_cn": [ + {"title": "进击的巨人 第二季", "source": "Bilibili Mainland China media page", "url": "https://www.bilibili.com/bangumi/media/md28230020", "confidence": "high"} + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + {"title": "進擊的巨人 第二季", "source": "Bilibili Taiwan media page", "url": "https://www.bilibili.com/bangumi/media/md5970/", "confidence": "high"} + ], + "korean_titles": [ + {"title": "진격의 거인 2기", "source": "Watcha", "url": "https://watcha.com/ko-KR/contents/tlYym4l", "confidence": "high"} + ], + "notes": ["No source-backed Hong Kong/Macau season-specific Chinese title was found."] + }, + { + "sample_index": 14, + "mal_id": 1735, + "default_title": "Naruto: Shippuuden", + "cjk_title": "-ナルト- 疾風伝", + "chinese_titles": [ + {"title": "火影忍者疾風傳", "source": "Wikidata zh label", "url": "https://www.wikidata.org/wiki/Q12500134", "confidence": "high"}, + {"title": "火影忍者-疾風傳-", "source": "Wikidata zh alias", "url": "https://www.wikidata.org/wiki/Q12500134", "confidence": "medium"}, + {"title": "火影忍者 疾风传", "source": "AniList synonym", "url": "https://anilist.co/anime/1735", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "火影忍者 疾风传", "source": "AniList synonym", "url": "https://anilist.co/anime/1735", "confidence": "medium"} + ], + "chinese_titles_hk_mo": [ + {"title": "火影忍者疾風傳", "source": "Wikidata zh label", "url": "https://www.wikidata.org/wiki/Q12500134", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "火影忍者疾風傳", "source": "Wikidata zh label", "url": "https://www.wikidata.org/wiki/Q12500134", "confidence": "high"}, + {"title": "火影忍者-疾風傳-", "source": "Wikidata zh alias", "url": "https://www.wikidata.org/wiki/Q12500134", "confidence": "medium"} + ], + "korean_titles": [ + {"title": "나루토 질풍전", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q12500134", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 15, + "mal_id": 33486, + "default_title": "Boku no Hero Academia 2nd Season", + "cjk_title": "僕のヒーローアカデミア", + "chinese_titles": [ + {"title": "我的英雄学院 第二季", "source": "Bangumi subject page", "url": "https://bangumi.tv/subject/185761", "confidence": "high"}, + {"title": "我的英雄学院第二季", "source": "AniList synonym", "url": "https://anilist.co/anime/21856", "confidence": "medium"}, + {"title": "我的英雄学院 2", "source": "AniList synonym", "url": "https://anilist.co/anime/21856", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "我的英雄学院 第二季", "source": "Bangumi subject page", "url": "https://bangumi.tv/subject/185761", "confidence": "high"}, + {"title": "我的英雄学院第二季", "source": "AniList synonym", "url": "https://anilist.co/anime/21856", "confidence": "medium"} + ], + "chinese_titles_hk_mo": [ + {"title": "我的英雄学院 第二季", "source": "Bangumi subject page", "url": "https://bangumi.tv/subject/185761", "confidence": "medium", "note": "Season-specific Chinese title is source-backed, but the checked source does not mark a Hong Kong/Macau variant."} + ], + "chinese_titles_tw": [ + {"title": "我的英雄学院 第二季", "source": "Bangumi subject page", "url": "https://bangumi.tv/subject/185761", "confidence": "medium", "note": "Season-specific Chinese title is source-backed, but the checked source does not mark a Taiwan variant."} + ], + "korean_titles": [ + {"title": "나의 히어로 아카데미아 2기", "source": "AniList synonym", "url": "https://anilist.co/anime/21856", "confidence": "high"}, + {"title": "나히아 2기", "source": "AniList synonym", "url": "https://anilist.co/anime/21856", "confidence": "medium"} + ], + "notes": [] + }, + { + "sample_index": 16, + "mal_id": 35760, + "default_title": "Shingeki no Kyojin Season 3", + "cjk_title": "進撃の巨人 Season3", + "chinese_titles": [ + {"title": "进击的巨人 第三季", "source": "Bangumi tag/search result", "url": "https://bangumi.tv/anime/tag/%E8%BF%9B%E5%87%BB%E7%9A%84%E5%B7%A8%E4%BA%BA", "confidence": "medium"}, + {"title": "進擊的巨人 第三季", "source": "Chinese Wikipedia anime article", "url": "https://zh.wikipedia.org/wiki/%E9%80%B2%E6%93%8A%E7%9A%84%E5%B7%A8%E4%BA%BA_(%E5%8B%95%E7%95%AB)", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "进击的巨人 第三季", "source": "Bangumi tag/search result", "url": "https://bangumi.tv/anime/tag/%E8%BF%9B%E5%87%BB%E7%9A%84%E5%B7%A8%E4%BA%BA", "confidence": "medium"} + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + {"title": "進擊的巨人 第三季", "source": "Chinese Wikipedia anime article", "url": "https://zh.wikipedia.org/wiki/%E9%80%B2%E6%93%8A%E7%9A%84%E5%B7%A8%E4%BA%BA_(%E5%8B%95%E7%95%AB)", "confidence": "medium"} + ], + "korean_titles": [ + {"title": "진격의 거인 3기 Part 1", "source": "Watcha", "url": "https://watcha.com/ko-KR/contents/tR2Z8jR", "confidence": "high"}, + {"title": "진격의 거인 3기", "source": "Onnada", "url": "https://anime.onnada.com/3942", "confidence": "medium"} + ], + "notes": ["No source-backed Hong Kong/Macau season-specific Chinese title was found."] + }, + { + "sample_index": 17, + "mal_id": 28851, + "default_title": "Koe no Katachi", + "cjk_title": "聲の形", + "chinese_titles": [ + {"title": "声之形", "source": "Wikidata zh-cn label", "url": "https://www.wikidata.org/wiki/Q23925035", "confidence": "high"}, + {"title": "電影 聲之形", "source": "Wikidata zh-tw label", "url": "https://www.wikidata.org/wiki/Q23925035", "confidence": "high"}, + {"title": "電影版 聲之形", "source": "Wikidata zh label", "url": "https://www.wikidata.org/wiki/Q23925035", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "声之形", "source": "Wikidata zh-cn label", "url": "https://www.wikidata.org/wiki/Q23925035", "confidence": "high"} + ], + "chinese_titles_hk_mo": [ + {"title": "聲之形", "source": "Chinese Wikipedia article title", "url": "https://zh.wikipedia.org/wiki/%E8%81%B2%E4%B9%8B%E5%BD%A2", "confidence": "medium", "note": "Source-backed Chinese title, but no Hong Kong/Macau film-specific variant was found."} + ], + "chinese_titles_tw": [ + {"title": "電影 聲之形", "source": "Wikidata zh-tw label", "url": "https://www.wikidata.org/wiki/Q23925035", "confidence": "high"} + ], + "korean_titles": [ + {"title": "목소리의 형태", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q23925035", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 18, + "mal_id": 38524, + "default_title": "Shingeki no Kyojin Season 3 Part 2", + "cjk_title": "進撃の巨人 Season3 Part.2", + "chinese_titles": [ + {"title": "进击的巨人 第三季 Part.2", "source": "Bangumi subject page", "url": "https://bangumi.tv/subject/263750", "confidence": "high"}, + {"title": "進擊的巨人 第三季 Part.2", "source": "Bilibili Taiwan media page", "url": "https://www.bilibili.com/bangumi/play/ss26963", "confidence": "high"} + ], + "chinese_titles_cn": [ + {"title": "进击的巨人 第三季 Part.2", "source": "Bangumi subject page", "url": "https://bangumi.tv/subject/263750", "confidence": "high"} + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + {"title": "進擊的巨人 第三季 Part.2", "source": "Bilibili Taiwan media page", "url": "https://www.bilibili.com/bangumi/play/ss26963", "confidence": "high"} + ], + "korean_titles": [ + {"title": "진격의 거인 3기 Part 2", "source": "Watcha", "url": "https://watcha.com/ko-KR/contents/tlxkdZk", "confidence": "high"} + ], + "notes": ["No source-backed Hong Kong/Macau season-specific Chinese title was found."] + }, + { + "sample_index": 19, + "mal_id": 19815, + "default_title": "No Game No Life", + "cjk_title": "ノーゲーム・ノーライフ", + "chinese_titles": [ + {"title": "NO GAME NO LIFE 遊戲人生", "source": "Chinese Wikipedia official Taiwan/Hong Kong/Mainland title", "url": "https://zh.wikipedia.org/wiki/NO_GAME_NO_LIFE_%E9%81%8A%E6%88%B2%E4%BA%BA%E7%94%9F", "confidence": "high"}, + {"title": "遊戲人生", "source": "Chinese Wikipedia common translation", "url": "https://zh.wikipedia.org/wiki/NO_GAME_NO_LIFE_%E9%81%8A%E6%88%B2%E4%BA%BA%E7%94%9F", "confidence": "medium"}, + {"title": "游戏人生", "source": "Wikidata zh label", "url": "https://www.wikidata.org/wiki/Q47469861", "confidence": "medium"} + ], + "chinese_titles_cn": [ + {"title": "NO GAME NO LIFE 遊戲人生", "source": "Chinese Wikipedia official Mainland China title", "url": "https://zh.wikipedia.org/wiki/NO_GAME_NO_LIFE_%E9%81%8A%E6%88%B2%E4%BA%BA%E7%94%9F", "confidence": "high"}, + {"title": "游戏人生", "source": "Wikidata zh label", "url": "https://www.wikidata.org/wiki/Q47469861", "confidence": "medium"} + ], + "chinese_titles_hk_mo": [ + {"title": "NO GAME NO LIFE 遊戲人生", "source": "Chinese Wikipedia official Hong Kong title", "url": "https://zh.wikipedia.org/wiki/NO_GAME_NO_LIFE_%E9%81%8A%E6%88%B2%E4%BA%BA%E7%94%9F", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "NO GAME NO LIFE 遊戲人生", "source": "Chinese Wikipedia official Taiwan title", "url": "https://zh.wikipedia.org/wiki/NO_GAME_NO_LIFE_%E9%81%8A%E6%88%B2%E4%BA%BA%E7%94%9F", "confidence": "high"}, + {"title": "遊戲人生", "source": "Chinese Wikipedia common translation", "url": "https://zh.wikipedia.org/wiki/NO_GAME_NO_LIFE_%E9%81%8A%E6%88%B2%E4%BA%BA%E7%94%9F", "confidence": "medium"} + ], + "korean_titles": [ + {"title": "노 게임 노 라이프", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q47469861", "confidence": "high"} + ], + "notes": [] + }, + { + "sample_index": 20, + "mal_id": 1575, + "default_title": "Code Geass: Hangyaku no Lelouch", + "cjk_title": "コードギアス 反逆のルルーシュ", + "chinese_titles": [ + {"title": "Code Geass 反叛的魯路修", "source": "Wikidata zh/zh-tw labels", "url": "https://www.wikidata.org/wiki/Q4384067", "confidence": "high"}, + {"title": "反叛的魯路修", "source": "Chinese Wikipedia formal Taiwan/Hong Kong title", "url": "https://zh.wikipedia.org/wiki/Code_Geass_%E5%8F%8D%E5%8F%9B%E7%9A%84%E9%AD%AF%E8%B7%AF%E4%BF%AE", "confidence": "high"}, + {"title": "叛逆的魯魯修", "source": "Chinese Wikipedia Hong Kong TV title", "url": "https://zh.wikipedia.org/wiki/Code_Geass_%E5%8F%8D%E5%8F%9B%E7%9A%84%E9%AD%AF%E8%B7%AF%E4%BF%AE", "confidence": "high"}, + {"title": "Code Geass 叛逆的魯魯修", "source": "Chinese Wikipedia Hong Kong streaming title", "url": "https://zh.wikipedia.org/wiki/Code_Geass_%E5%8F%8D%E5%8F%9B%E7%9A%84%E9%AD%AF%E8%B7%AF%E4%BF%AE", "confidence": "high"} + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + {"title": "反叛的魯路修", "source": "Chinese Wikipedia formal Hong Kong title", "url": "https://zh.wikipedia.org/wiki/Code_Geass_%E5%8F%8D%E5%8F%9B%E7%9A%84%E9%AD%AF%E8%B7%AF%E4%BF%AE", "confidence": "high"}, + {"title": "叛逆的魯魯修", "source": "Chinese Wikipedia Hong Kong TV title", "url": "https://zh.wikipedia.org/wiki/Code_Geass_%E5%8F%8D%E5%8F%9B%E7%9A%84%E9%AD%AF%E8%B7%AF%E4%BF%AE", "confidence": "high"}, + {"title": "Code Geass 叛逆的魯魯修", "source": "Chinese Wikipedia Hong Kong streaming title", "url": "https://zh.wikipedia.org/wiki/Code_Geass_%E5%8F%8D%E5%8F%9B%E7%9A%84%E9%AD%AF%E8%B7%AF%E4%BF%AE", "confidence": "high"} + ], + "chinese_titles_tw": [ + {"title": "Code Geass 反叛的魯路修", "source": "Wikidata zh-tw label", "url": "https://www.wikidata.org/wiki/Q4384067", "confidence": "high"}, + {"title": "反叛的魯路修", "source": "Chinese Wikipedia formal Taiwan title", "url": "https://zh.wikipedia.org/wiki/Code_Geass_%E5%8F%8D%E5%8F%9B%E7%9A%84%E9%AD%AF%E8%B7%AF%E4%BF%AE", "confidence": "high"} + ], + "korean_titles": [ + {"title": "코드 기아스 반역의 를르슈", "source": "Wikidata ko label", "url": "https://www.wikidata.org/wiki/Q4384067", "confidence": "high"} + ], + "notes": ["No source-backed Mainland China title was found in the checked sources."] + } + ] +} diff --git a/tools/search_eval/samples/title_enrichment_shard_02.json b/tools/search_eval/samples/title_enrichment_shard_02.json new file mode 100644 index 0000000..f911be6 --- /dev/null +++ b/tools/search_eval/samples/title_enrichment_shard_02.json @@ -0,0 +1,1000 @@ +{ + "shard": "02", + "range": [ + 21, + 40 + ], + "items": [ + { + "sample_index": 21, + "mal_id": 31240, + "default_title": "Re:Zero kara Hajimeru Isekai Seikatsu", + "cjk_title": "Re:ゼロから始める異世界生活", + "chinese_titles": [ + { + "title": "Re：从零开始的异世界生活", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21355", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "Re:從零開始的異世界生活 第一季", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q85676876", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "Re：从零开始的异世界生活", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21355", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "Re:從零開始的異世界生活 第一季", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q85676876", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "Re: 제로부터 시작하는 이세계 생활", + "source": "Apple TV Korea", + "url": "https://tv.apple.com/kr/show/re-%E1%84%8C%E1%85%A6%E1%84%85%E1%85%A9%E1%84%87%E1%85%AE%E1%84%90%E1%85%A5-%E1%84%89%E1%85%B5%E1%84%8C%E1%85%A1%E1%86%A8%E1%84%92%E1%85%A1%E1%86%AB%E1%85%B3%E1%86%AB-%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A6%E1%84%80%E1%85%A8-%E1%84%89%E1%85%A2%E1%86%BC%E1%84%92%E1%85%AA%E1%86%AF/umc.cmc.4zdqlm8jim5xrtehsf1w67ano", + "confidence": "high" + } + ], + "notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 22, + "mal_id": 23273, + "default_title": "Shigatsu wa Kimi no Uso", + "cjk_title": "四月は君の嘘", + "chinese_titles": [ + { + "title": "四月是你的谎言", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20665", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "四月是你的謊言", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%9B%9B%E6%9C%88%E6%98%AF%E4%BD%A0%E7%9A%84%E8%AC%8A%E8%A8%80", + "confidence": "medium", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "chinese_titles_cn": [ + { + "title": "四月是你的谎言", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20665", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "四月是你的謊言", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%9B%9B%E6%9C%88%E6%98%AF%E4%BD%A0%E7%9A%84%E8%AC%8A%E8%A8%80", + "confidence": "medium", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "4월은 너의 거짓말", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q91333870", + "confidence": "high" + } + ], + "notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 23, + "mal_id": 36456, + "default_title": "Boku no Hero Academia 3rd Season", + "cjk_title": "僕のヒーローアカデミア", + "chinese_titles": [ + { + "title": "我的英雄学院第三季", + "source": "AniList synonym", + "url": "https://anilist.co/anime/100166", + "confidence": "medium", + "note": "Simplified Chinese season synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "我的英雄学园", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "note": "Mainland China formal franchise title, not season-specific." + }, + { + "title": "我的英雄学院", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "note": "Hong Kong/Macau/Taiwan formal franchise title, not season-specific." + } + ], + "chinese_titles_cn": [ + { + "title": "我的英雄学院第三季", + "source": "AniList synonym", + "url": "https://anilist.co/anime/100166", + "confidence": "medium", + "note": "Simplified Chinese season synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "我的英雄学园", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "note": "Mainland China formal franchise title, not season-specific." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "我的英雄学院", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "note": "Hong Kong/Macau formal franchise title, not season-specific." + } + ], + "chinese_titles_tw": [ + { + "title": "我的英雄学院", + "source": "Chinese Wikipedia regional formal title", + "url": "https://zh.wikipedia.org/wiki/%E6%88%91%E7%9A%84%E8%8B%B1%E9%9B%84%E5%AD%B8%E9%99%A2", + "confidence": "high", + "note": "Taiwan formal franchise title, not season-specific." + } + ], + "korean_titles": [], + "notes": [ + "No mainstream Korean source-backed title was recorded in this first pass." + ] + }, + { + "sample_index": 24, + "mal_id": 4224, + "default_title": "Toradora!", + "cjk_title": "とらドラ！", + "chinese_titles": [ + { + "title": "龙与虎", + "source": "AniList synonym", + "url": "https://anilist.co/anime/4224", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "虎與龍", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E9%BE%99%E4%B8%8E%E8%99%8E", + "confidence": "medium", + "note": "Chinese Wikipedia resolves the simplified search title to the Traditional Chinese page title." + } + ], + "chinese_titles_cn": [ + { + "title": "龙与虎", + "source": "AniList synonym", + "url": "https://anilist.co/anime/4224", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "虎與龍", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E9%BE%99%E4%B8%8E%E8%99%8E", + "confidence": "medium", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "토라도라!", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q61400349", + "confidence": "high" + } + ], + "notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 25, + "mal_id": 32182, + "default_title": "Mob Psycho 100", + "cjk_title": "モブサイコ100", + "chinese_titles": [ + { + "title": "路人超能100", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "high", + "note": "Listed by Chinese Wikipedia for Taiwan and Mainland animation usage." + }, + { + "title": "灵能百分百", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "medium", + "note": "Listed by Chinese Wikipedia as a Mainland title." + } + ], + "chinese_titles_cn": [ + { + "title": "路人超能100", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "high", + "note": "Mainland animation title listed by Chinese Wikipedia." + }, + { + "title": "灵能百分百", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "medium", + "note": "Mainland title listed by Chinese Wikipedia." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "路人超能100", + "source": "Chinese Wikipedia formal title", + "url": "https://zh.wikipedia.org/wiki/%E8%B7%AF%E4%BA%BA%E8%B6%85%E8%83%BD100", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "모브 사이코 100", + "source": "Netflix Korea", + "url": "https://www.netflix.com/kr/title/80179798", + "confidence": "high" + }, + { + "title": "모브사이코100", + "source": "Apple TV Korea", + "url": "https://tv.apple.com/kr/show/%E1%84%86%E1%85%A9%E1%84%87%E1%85%B3%E1%84%89%E1%85%A1%E1%84%8B%E1%85%B5%E1%84%8F%E1%85%A9100/umc.cmc.3fcfxpl733t5fzl2ob612r3on", + "confidence": "high" + } + ], + "notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 26, + "mal_id": 20507, + "default_title": "Noragami", + "cjk_title": "ノラガミ", + "chinese_titles": [ + { + "title": "野良神", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20447", + "confidence": "medium", + "note": "Also appears as the Chinese Wikipedia redirect search title." + }, + { + "title": "流浪神差", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high", + "note": "Listed for Taiwan and Hong Kong/Macau in the animation title field." + } + ], + "chinese_titles_cn": [ + { + "title": "野良神", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "流浪神差", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "流浪神差", + "source": "Chinese Wikipedia regional title", + "url": "https://zh.wikipedia.org/wiki/%E9%87%8E%E8%89%AF%E7%A5%9E", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "노라가미", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EB%85%B8%EB%9D%BC%EA%B0%80%EB%AF%B8", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 27, + "mal_id": 31043, + "default_title": "Boku dake ga Inai Machi", + "cjk_title": "僕だけがいない街", + "chinese_titles": [ + { + "title": "只有我不存在的城市", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%8F%AA%E6%9C%89%E6%88%91%E4%B8%8D%E5%AD%98%E5%9C%A8%E7%9A%84%E5%9F%8E%E5%B8%82", + "confidence": "medium", + "note": "Chinese page title; source does not explicitly distinguish regions." + } + ], + "chinese_titles_cn": [ + { + "title": "只有我不存在的城市", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%8F%AA%E6%9C%89%E6%88%91%E4%B8%8D%E5%AD%98%E5%9C%A8%E7%9A%84%E5%9F%8E%E5%B8%82", + "confidence": "medium", + "note": "Chinese page title; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "只有我不存在的城市", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%8F%AA%E6%9C%89%E6%88%91%E4%B8%8D%E5%AD%98%E5%9C%A8%E7%9A%84%E5%9F%8E%E5%B8%82", + "confidence": "medium", + "note": "Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "나만이 없는 거리", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EB%82%98%EB%A7%8C%EC%9D%B4_%EC%97%86%EB%8A%94_%EA%B1%B0%EB%A6%AC", + "confidence": "high" + } + ], + "notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 28, + "mal_id": 40028, + "default_title": "Shingeki no Kyojin: The Final Season", + "cjk_title": "進撃の巨人 The Final Season", + "chinese_titles": [], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "진격의 거인 더 파이널 시즌", + "source": "AniList synonym", + "url": "https://anilist.co/anime/110277", + "confidence": "high" + } + ], + "notes": [ + "No source-backed regional Chinese title for this season was recorded in this first pass." + ] + }, + { + "sample_index": 29, + "mal_id": 22199, + "default_title": "Akame ga Kill!", + "cjk_title": "アカメが斬る！", + "chinese_titles": [ + { + "title": "斬！赤紅之瞳", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20613", + "confidence": "medium", + "note": "Traditional Chinese synonym; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "斬！赤紅之瞳", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20613", + "confidence": "medium", + "note": "Traditional Chinese synonym; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "아카메가 벤다!", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q57312224", + "confidence": "high" + } + ], + "notes": [ + "No Mainland China or Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 30, + "mal_id": 24833, + "default_title": "Ansatsu Kyoushitsu", + "cjk_title": "暗殺教室", + "chinese_titles": [ + { + "title": "暗殺教室", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E6%9A%97%E6%AE%BA%E6%95%99%E5%AE%A4_(%E5%8B%95%E7%95%AB)", + "confidence": "medium", + "note": "Chinese animation page title; source does not explicitly distinguish regions." + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "暗殺教室", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E6%9A%97%E6%AE%BA%E6%95%99%E5%AE%A4_(%E5%8B%95%E7%95%AB)", + "confidence": "medium", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "암살교실", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q50376961", + "confidence": "high" + } + ], + "notes": [ + "No Mainland China or Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 31, + "mal_id": 23755, + "default_title": "Nanatsu no Taizai", + "cjk_title": "七つの大罪", + "chinese_titles": [ + { + "title": "七大罪", + "source": "Wikidata Chinese label", + "url": "https://www.wikidata.org/wiki/Q9048543", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "七大罪", + "source": "Wikidata Chinese label", + "url": "https://www.wikidata.org/wiki/Q9048543", + "confidence": "medium", + "note": "General Chinese label; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "七大罪", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q9048543", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "일곱 개의 대죄", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%9D%BC%EA%B3%B1_%EA%B0%9C%EC%9D%98_%EB%8C%80%EC%A3%84_(%EB%A7%8C%ED%99%94)", + "confidence": "high" + } + ], + "notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 32, + "mal_id": 269, + "default_title": "Bleach", + "cjk_title": "BLEACH - ブリーチ -", + "chinese_titles": [ + { + "title": "死神", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "high" + }, + { + "title": "BLEACH 漂靈", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "high" + }, + { + "title": "BLEACH 死神", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "medium", + "note": "Traditional Chinese label; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "chinese_titles_cn": [ + { + "title": "死神", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "BLEACH 漂靈", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "BLEACH 死神", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q5362638", + "confidence": "medium", + "note": "Traditional Chinese label; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "블리치", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EB%B8%94%EB%A6%AC%EC%B9%98_(%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98)", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 33, + "mal_id": 6547, + "default_title": "Angel Beats!", + "cjk_title": "Angel Beats!（エンジェルビーツ!）", + "chinese_titles": [ + { + "title": "Angel Beats!", + "source": "Wikidata Chinese/Taiwan/Hong Kong labels", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "high" + }, + { + "title": "天使的心跳", + "source": "Wikidata Chinese alternate label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "medium" + }, + { + "title": "天使的脈動", + "source": "Wikidata Chinese alternate label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "medium" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "Angel Beats!", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "Angel Beats!", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "엔젤 비트", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%97%94%EC%A0%A4_%EB%B9%84%ED%8A%B8", + "confidence": "high" + }, + { + "title": "엔젤 비츠!", + "source": "Wikidata Korean alternate label", + "url": "https://www.wikidata.org/wiki/Q531552", + "confidence": "medium" + } + ], + "notes": [ + "No Mainland China-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 34, + "mal_id": 20583, + "default_title": "Haikyuu!!", + "cjk_title": "ハイキュー!!", + "chinese_titles": [ + { + "title": "排球少年！！", + "source": "Wikidata regional Chinese labels", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "排球少年！！", + "source": "Wikidata zh-cn/zh-hans label", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "排球少年！！", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "排球少年！！", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q326642", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "하이큐!!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%ED%95%98%EC%9D%B4%ED%81%90!!", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 35, + "mal_id": 37779, + "default_title": "Yakusoku no Neverland", + "cjk_title": "約束のネバーランド", + "chinese_titles": [ + { + "title": "约定的梦幻岛", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101759", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "約定的夢幻島", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E7%B4%84%E5%AE%9A%E7%9A%84%E5%A4%A2%E5%B9%BB%E5%B3%B6", + "confidence": "medium", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "chinese_titles_cn": [ + { + "title": "约定的梦幻岛", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101759", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "約定的夢幻島", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E7%B4%84%E5%AE%9A%E7%9A%84%E5%A4%A2%E5%B9%BB%E5%B3%B6", + "confidence": "medium", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "약속의 네버랜드", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%95%BD%EC%86%8D%EC%9D%98_%EB%84%A4%EB%B2%84%EB%9E%9C%EB%93%9C", + "confidence": "high" + } + ], + "notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 36, + "mal_id": 30831, + "default_title": "Kono Subarashii Sekai ni Shukufuku wo!", + "cjk_title": "この素晴らしい世界に祝福を！", + "chinese_titles": [ + { + "title": "为美好的世界献上祝福！", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21202", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + }, + { + "title": "為美好的世界獻上祝福！", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q19750843", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "为美好的世界献上祝福！", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21202", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not explicitly distinguish Mainland China." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "為美好的世界獻上祝福！", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q19750843", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "이 멋진 세계에 축복을!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%9D%B4_%EB%A9%8B%EC%A7%84_%EC%84%B8%EA%B3%84%EC%97%90_%EC%B6%95%EB%B3%B5%EC%9D%84!", + "confidence": "high" + }, + { + "title": "코노스바", + "source": "Wikidata Korean alternate label", + "url": "https://www.wikidata.org/wiki/Q19750843", + "confidence": "medium" + } + ], + "notes": [ + "No Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 37, + "mal_id": 10620, + "default_title": "Mirai Nikki (TV)", + "cjk_title": "未来日記", + "chinese_titles": [ + { + "title": "未来日记", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high" + }, + { + "title": "未來日記", + "source": "Wikidata Chinese/zh-hk label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "未来日记", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "未來日記", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "未來日記", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "medium", + "note": "Traditional Chinese label; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "미래일기", + "source": "Wikidata Korean label", + "url": "https://www.wikidata.org/wiki/Q62034895", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 38, + "mal_id": 21881, + "default_title": "Sword Art Online II", + "cjk_title": "ソードアート・オンライン II", + "chinese_titles": [ + { + "title": "刀劍神域Ⅱ", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%88%80%E5%8A%8D%E7%A5%9E%E5%9F%9F_%28%E5%8B%95%E7%95%AB%29", + "confidence": "medium", + "note": "Animation page lists the second season title; regional split was not explicit in the source excerpt." + }, + { + "title": "刀劍神域 II", + "source": "Bahamut Anime Crazy", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=916", + "confidence": "high" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "刀劍神域 II", + "source": "Bahamut Anime Crazy", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=916", + "confidence": "high" + }, + { + "title": "刀劍神域Ⅱ", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%88%80%E5%8A%8D%E7%A5%9E%E5%9F%9F_%28%E5%8B%95%E7%95%AB%29", + "confidence": "medium", + "note": "Traditional Chinese animation page title for the second season." + } + ], + "korean_titles": [], + "notes": [ + "No Mainland China, Hong Kong/Macau, or Korean source-backed title was recorded in this first pass." + ] + }, + { + "sample_index": 39, + "mal_id": 1, + "default_title": "Cowboy Bebop", + "cjk_title": "カウボーイビバップ", + "chinese_titles": [ + { + "title": "星際牛仔", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E6%98%9F%E9%9A%9B%E7%89%9B%E4%BB%94", + "confidence": "medium", + "note": "Chinese page title; source does not explicitly distinguish regions." + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "星際牛仔", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E6%98%9F%E9%9A%9B%E7%89%9B%E4%BB%94", + "confidence": "medium", + "note": "Traditional Chinese page title; source does not explicitly distinguish Taiwan from Hong Kong/Macau." + } + ], + "korean_titles": [ + { + "title": "카우보이 비밥", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%B9%B4%EC%9A%B0%EB%B3%B4%EC%9D%B4_%EB%B9%84%EB%B0%A5", + "confidence": "high" + } + ], + "notes": [ + "No Mainland China or Hong Kong/Macau-specific Chinese title found in the first pass." + ] + }, + { + "sample_index": 40, + "mal_id": 9919, + "default_title": "Ao no Exorcist", + "cjk_title": "青の祓魔師", + "chinese_titles": [ + { + "title": "青之驱魔师", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high" + }, + { + "title": "青之祓魔師", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high" + }, + { + "title": "青之驅魔師", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "青之驱魔师", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "青之祓魔師", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "青之驅魔師", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q495919", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "청의 엑소시스트", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/%EC%B2%AD%EC%9D%98_%EC%97%91%EC%86%8C%EC%8B%9C%EC%8A%A4%ED%8A%B8", + "confidence": "high" + } + ], + "notes": [] + } + ] +} diff --git a/tools/search_eval/samples/title_enrichment_shard_03.json b/tools/search_eval/samples/title_enrichment_shard_03.json new file mode 100644 index 0000000..37bdff1 --- /dev/null +++ b/tools/search_eval/samples/title_enrichment_shard_03.json @@ -0,0 +1,988 @@ +{ + "shard": "03", + "range": [ + 41, + 60 + ], + "items": [ + { + "sample_index": 41, + "mal_id": 22535, + "default_title": "Kiseijuu: Sei no Kakuritsu", + "cjk_title": "寄生獣 セイの格率", + "chinese_titles": [ + { + "title": "寄生兽 生命的准则", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/88433", + "confidence": "high" + }, + { + "title": "寄生獸 生命的準則", + "source": "Wikidata zh label", + "url": "https://www.wikidata.org/wiki/Q137808011", + "confidence": "medium", + "note": "Generic Chinese label; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "寄生兽 生命的准则", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/88433", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "기생수 세이의 격률", + "source": "Namu Wiki article title", + "url": "https://namu.moe/w/%EA%B8%B0%EC%83%9D%EC%88%98%20%EC%84%B8%EC%9D%B4%EC%9D%98%20%EA%B2%A9%EB%A5%A0", + "confidence": "medium" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 42, + "mal_id": 30, + "default_title": "Shinseiki Evangelion", + "cjk_title": "新世紀エヴァンゲリオン", + "chinese_titles": [ + { + "title": "新世纪福音战士", + "source": "Chinese Wikipedia article title", + "url": "https://zh.wikipedia.org/wiki/%E6%96%B0%E4%B8%96%E7%BA%AA%E7%A6%8F%E9%9F%B3%E6%88%98%E5%A3%AB", + "confidence": "high" + }, + { + "title": "新世紀福音戰士", + "source": "Wikidata zh-Hant label", + "url": "https://www.wikidata.org/wiki/Q662", + "confidence": "medium", + "note": "Traditional Chinese label; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "新世纪福音战士", + "source": "Chinese Wikipedia article title", + "url": "https://zh.wikipedia.org/wiki/%E6%96%B0%E4%B8%96%E7%BA%AA%E7%A6%8F%E9%9F%B3%E6%88%98%E5%A3%AB", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "신세기 에반게리온", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%8B%A0%EC%84%B8%EA%B8%B0_%EC%97%90%EB%B0%98%EA%B2%8C%EB%A6%AC%EC%98%A8", + "confidence": "high" + }, + { + "title": "에반게리온", + "source": "Wikidata ko alt label", + "url": "https://www.wikidata.org/wiki/Q662", + "confidence": "medium" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 43, + "mal_id": 199, + "default_title": "Sen to Chihiro no Kamikakushi", + "cjk_title": "千と千尋の神隠し", + "chinese_titles": [ + { + "title": "千与千寻", + "source": "Wikidata zh-CN label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high" + }, + { + "title": "千與千尋", + "source": "Wikidata zh-HK/zh-MO label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high" + }, + { + "title": "神隱少女", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "千与千寻", + "source": "Wikidata zh-CN label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high" + }, + { + "title": "千与千寻的神隐", + "source": "Wikidata zh alt label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "千與千尋", + "source": "Wikidata zh-HK/zh-MO label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "神隱少女", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q155653", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "센과 치히로의 행방불명", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%84%BC%EA%B3%BC_%EC%B9%98%ED%9E%88%EB%A1%9C%EC%9D%98_%ED%96%89%EB%B0%A9%EB%B6%88%EB%AA%85", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 44, + "mal_id": 33352, + "default_title": "Violet Evergarden", + "cjk_title": "ヴァイオレット・エヴァーガーデン", + "chinese_titles": [ + { + "title": "紫罗兰永恒花园", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/183878", + "confidence": "high" + }, + { + "title": "紫羅蘭永恆花園", + "source": "Chinese Wikipedia article title", + "url": "https://zh.wikipedia.org/wiki/%E7%B4%AB%E7%BE%85%E8%98%AD%E6%B0%B8%E6%81%86%E8%8A%B1%E5%9C%92", + "confidence": "medium", + "note": "Traditional Chinese page title; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "紫罗兰永恒花园", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/183878", + "confidence": "high" + }, + { + "title": "紫罗兰永恒花园", + "source": "AniList synonym", + "url": "https://anilist.co/anime/21827", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "바이올렛 에버가든", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%B0%94%EC%9D%B4%EC%98%AC%EB%A0%9B_%EC%97%90%EB%B2%84%EA%B0%80%EB%93%A0", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 45, + "mal_id": 44511, + "default_title": "Chainsaw Man", + "cjk_title": "チェンソーマン", + "chinese_titles": [ + { + "title": "链锯人", + "source": "AniList synonym", + "url": "https://anilist.co/anime/127230", + "confidence": "medium" + }, + { + "title": "鏈鋸人", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q104211858", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "链锯人", + "source": "AniList synonym", + "url": "https://anilist.co/anime/127230", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "鏈鋸人", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q104211858", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "체인소 맨", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%B2%B4%EC%9D%B8%EC%86%8C_%EB%A7%A8_(%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98)", + "confidence": "high" + }, + { + "title": "체인소맨", + "source": "Wikidata ko alt label", + "url": "https://www.wikidata.org/wiki/Q104211858", + "confidence": "medium" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau regional title was found in the first pass." + ] + }, + { + "sample_index": 46, + "mal_id": 37450, + "default_title": "Seishun Buta Yarou wa Bunny Girl Senpai no Yume wo Minai", + "cjk_title": "青春ブタ野郎はバニーガール先輩の夢を見ない", + "chinese_titles": [ + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/240038", + "confidence": "high" + }, + { + "title": "青春豬頭少年不會夢到兔女郎學姊", + "source": "Wikidata zh label", + "url": "https://www.wikidata.org/wiki/Q63615353", + "confidence": "medium", + "note": "Generic Chinese label; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/240038", + "confidence": "high" + }, + { + "title": "青春猪头少年不会梦到兔女郎学姐", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101291", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "청춘 돼지는 바니걸 선배의 꿈을 꾸지 않는다", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q63615353", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 47, + "mal_id": 38691, + "default_title": "Dr. Stone", + "cjk_title": "ドクターストーン", + "chinese_titles": [ + { + "title": "石纪元", + "source": "AniList synonym", + "url": "https://anilist.co/anime/105333", + "confidence": "medium" + }, + { + "title": "Dr.STONE 新石紀 第一季", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q96376597", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "石纪元", + "source": "AniList synonym", + "url": "https://anilist.co/anime/105333", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "Dr.STONE 新石紀 第一季", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q96376597", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "닥터 스톤", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%8B%A5%ED%84%B0_%EC%8A%A4%ED%86%A4", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau regional title was found in the first pass." + ] + }, + { + "sample_index": 48, + "mal_id": 2904, + "default_title": "Code Geass: Hangyaku no Lelouch R2", + "cjk_title": "コードギアス 反逆のルルーシュ R2", + "chinese_titles": [ + { + "title": "Code Geass 反叛的鲁路修R2", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/8", + "confidence": "high" + }, + { + "title": "叛逆的魯魯修", + "source": "Wikidata zh-HK label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium", + "note": "Hong Kong label for the matched Wikidata item; label omits R2." + }, + { + "title": "Code Geass 反叛的魯路修", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium", + "note": "Taiwan label for the matched Wikidata item; label omits R2." + } + ], + "chinese_titles_cn": [ + { + "title": "Code Geass 反叛的鲁路修R2", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/8", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "叛逆的魯魯修", + "source": "Wikidata zh-HK label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium", + "note": "Label omits R2." + } + ], + "chinese_titles_tw": [ + { + "title": "Code Geass 反叛的魯路修", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q4384067", + "confidence": "medium", + "note": "Label omits R2." + } + ], + "korean_titles": [ + { + "title": "코드 기아스 반역의 를르슈", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%BD%94%EB%93%9C_%EA%B8%B0%EC%96%B4%EC%8A%A4_%EB%B0%98%EC%97%AD%EC%9D%98_%EB%A5%BC%EB%A5%B4%EC%8A%88", + "confidence": "medium", + "note": "Series-level Korean title; page covers R2 but the title omits R2." + } + ], + "notes": [] + }, + { + "sample_index": 49, + "mal_id": 37999, + "default_title": "Kaguya-sama wa Kokurasetai: Tensai-tachi no Renai Zunousen", + "cjk_title": "かぐや様は告らせたい～天才たちの恋愛頭脳戦～", + "chinese_titles": [ + { + "title": "辉夜大小姐想让我告白～天才们的恋爱头脑战～", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101921", + "confidence": "medium" + }, + { + "title": "輝夜姬想讓人告白～天才們的戀愛頭腦戰～", + "source": "Wikidata zh label", + "url": "https://www.wikidata.org/wiki/Q102364866", + "confidence": "medium", + "note": "Generic Chinese label; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "辉夜大小姐想让我告白～天才们的恋爱头脑战～", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101921", + "confidence": "medium" + }, + { + "title": "辉夜姬想让人告白～天才们的恋爱头脑战～", + "source": "AniList synonym", + "url": "https://anilist.co/anime/101921", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "카구야 님은 고백받고 싶어 ~천재들의 연애 두뇌전~", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%B9%B4%EA%B5%AC%EC%95%BC_%EB%8B%98%EC%9D%80_%EA%B3%A0%EB%B0%B1%EB%B0%9B%EA%B3%A0_%EC%8B%B6%EC%96%B4", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 50, + "mal_id": 28223, + "default_title": "Death Parade", + "cjk_title": "デス・パレード", + "chinese_titles": [ + { + "title": "死亡游行", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/116742", + "confidence": "high" + }, + { + "title": "死亡遊行", + "source": "Wikidata zh-Hant label", + "url": "https://www.wikidata.org/wiki/Q11320614", + "confidence": "medium", + "note": "Traditional Chinese label; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "死亡游行", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/116742", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "데스 퍼레이드", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%8D%B0%EC%8A%A4_%ED%8D%BC%EB%A0%88%EC%9D%B4%EB%93%9C", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 51, + "mal_id": 38408, + "default_title": "Boku no Hero Academia 4th Season", + "cjk_title": "僕のヒーローアカデミア", + "chinese_titles": [ + { + "title": "我的英雄学院 第四季", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/262162", + "confidence": "high" + }, + { + "title": "我的英雄学院第四季", + "source": "AniList synonym", + "url": "https://anilist.co/anime/104276", + "confidence": "medium" + } + ], + "chinese_titles_cn": [ + { + "title": "我的英雄学院 第四季", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/262162", + "confidence": "high" + }, + { + "title": "我的英雄学院第四季", + "source": "AniList synonym", + "url": "https://anilist.co/anime/104276", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "나의 히어로 아카데미아 4기", + "source": "Korean Wikipedia series article", + "url": "https://ko.wikipedia.org/wiki/%EB%82%98%EC%9D%98_%ED%9E%88%EC%96%B4%EB%A1%9C_%EC%95%84%EC%B9%B4%EB%8D%B0%EB%AF%B8%EC%95%84", + "confidence": "medium" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 52, + "mal_id": 34572, + "default_title": "Black Clover", + "cjk_title": "ブラッククローバー", + "chinese_titles": [ + { + "title": "黑色五叶草", + "source": "Wikidata zh-CN label", + "url": "https://www.wikidata.org/wiki/Q70331950", + "confidence": "high" + }, + { + "title": "黑色五葉草", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q70331950", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "黑色五叶草", + "source": "Wikidata zh-CN label", + "url": "https://www.wikidata.org/wiki/Q70331950", + "confidence": "high" + }, + { + "title": "黑色五叶草", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/202880", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "黑色五葉草", + "source": "Wikidata zh-TW label", + "url": "https://www.wikidata.org/wiki/Q70331950", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "블랙 클로버", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%B8%94%EB%9E%99_%ED%81%B4%EB%A1%9C%EB%B2%84", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau regional title was found in the first pass." + ] + }, + { + "sample_index": 53, + "mal_id": 27899, + "default_title": "Tokyo Ghoul √A", + "cjk_title": "東京喰種√A", + "chinese_titles": [ + { + "title": "东京喰种√A", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/115292", + "confidence": "high" + }, + { + "title": "東京喰種√A", + "source": "Chinese Wikipedia page title", + "url": "https://zh.wikipedia.org/wiki/%E6%9D%B1%E4%BA%AC%E5%96%B0%E7%A8%AE%E2%88%9AA", + "confidence": "medium", + "note": "Traditional Chinese title; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "东京喰种√A", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/115292", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "도쿄 구울 √A", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%8F%84%EC%BF%84_%EA%B5%AC%EC%9A%B8", + "confidence": "medium", + "note": "Series article covers the √A anime season." + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 54, + "mal_id": 34134, + "default_title": "One Punch Man 2nd Season", + "cjk_title": "ワンパンマン 2期", + "chinese_titles": [ + { + "title": "一拳超人 第二季", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/193619", + "confidence": "high" + }, + { + "title": "一拳超人 第二季", + "source": "Wikidata zh label", + "url": "https://www.wikidata.org/wiki/Q105081766", + "confidence": "medium", + "note": "Generic Chinese label; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "一拳超人 第二季", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/193619", + "confidence": "high" + }, + { + "title": "一拳超人 第二季", + "source": "AniList synonym", + "url": "https://anilist.co/anime/97668", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "원펀맨 2기", + "source": "Korean Wikipedia series article", + "url": "https://ko.wikipedia.org/wiki/%EC%9B%90%ED%8E%80%EB%A7%A8", + "confidence": "medium" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 55, + "mal_id": 14719, + "default_title": "JoJo no Kimyou na Bouken (TV)", + "cjk_title": "ジョジョの奇妙な冒険", + "chinese_titles": [ + { + "title": "JOJO的奇妙冒险", + "source": "Chinese Wikipedia article title", + "url": "https://zh.wikipedia.org/wiki/JoJo%E7%9A%84%E5%A5%87%E5%A6%99%E5%86%92%E9%9A%AA", + "confidence": "high" + }, + { + "title": "JoJo的奇妙冒險", + "source": "Chinese Wikipedia article title", + "url": "https://zh.wikipedia.org/wiki/JoJo%E7%9A%84%E5%A5%87%E5%A6%99%E5%86%92%E9%9A%AA", + "confidence": "medium", + "note": "Traditional Chinese title; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "JOJO的奇妙冒险", + "source": "Chinese Wikipedia article title", + "url": "https://zh.wikipedia.org/wiki/JoJo%E7%9A%84%E5%A5%87%E5%A6%99%E5%86%92%E9%9A%AA", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "죠죠의 기묘한 모험", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EC%A3%A0%EC%A3%A0%EC%9D%98_%EA%B8%B0%EB%AC%98%ED%95%9C_%EB%AA%A8%ED%97%98", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 56, + "mal_id": 18679, + "default_title": "Kill la Kill", + "cjk_title": "キルラキル", + "chinese_titles": [ + { + "title": "斩服少女", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/72941", + "confidence": "high" + }, + { + "title": "斬服少女", + "source": "Wikidata zh alt label", + "url": "https://www.wikidata.org/wiki/Q13637192", + "confidence": "medium", + "note": "Traditional Chinese alternate label; not region-tagged." + }, + { + "title": "KILL la KILL", + "source": "Wikidata zh label", + "url": "https://www.wikidata.org/wiki/Q13637192", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "斩服少女", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/72941", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "킬라킬", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%ED%82%AC%EB%9D%BC%ED%82%AC", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 57, + "mal_id": 6702, + "default_title": "Fairy Tail", + "cjk_title": "FAIRY TAIL（フェアリーテイル）", + "chinese_titles": [ + { + "title": "妖精的尾巴", + "source": "AniList synonym", + "url": "https://anilist.co/anime/6702", + "confidence": "medium" + }, + { + "title": "FAIRY TAIL", + "source": "Wikidata zh-Hant label", + "url": "https://www.wikidata.org/wiki/Q16510277", + "confidence": "medium", + "note": "Traditional Chinese label; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "妖精的尾巴", + "source": "AniList synonym", + "url": "https://anilist.co/anime/6702", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "페어리 테일", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%ED%8E%98%EC%96%B4%EB%A6%AC_%ED%85%8C%EC%9D%BC", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 58, + "mal_id": 37521, + "default_title": "Vinland Saga", + "cjk_title": "ヴィンランド・サガ", + "chinese_titles": [ + { + "title": "冰海战记", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/240386", + "confidence": "high" + }, + { + "title": "海盜戰記", + "source": "Wikidata zh-Hant label", + "url": "https://www.wikidata.org/wiki/Q111677557", + "confidence": "medium", + "note": "Traditional Chinese label; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "冰海战记", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/240386", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "빈란드 사가", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%B9%88%EB%9E%80%EB%93%9C_%EC%82%AC%EA%B0%80", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 59, + "mal_id": 35849, + "default_title": "Darling in the FranXX", + "cjk_title": "ダーリン・イン・ザ・フランキス", + "chinese_titles": [ + { + "title": "DARLING in the FRANXX", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/218711", + "confidence": "high" + }, + { + "title": "比翼之吻", + "source": "Wikidata zh alt label", + "url": "https://www.wikidata.org/wiki/Q36498848", + "confidence": "medium", + "note": "Generic Chinese alternate label; not region-tagged." + }, + { + "title": "情迷弗兰克斯", + "source": "Wikidata zh alt label", + "url": "https://www.wikidata.org/wiki/Q36498848", + "confidence": "medium", + "note": "Generic Chinese alternate label; not region-tagged." + }, + { + "title": "親愛的弗蘭克斯 DARLING in the FRANXX", + "source": "Wikidata zh alt label", + "url": "https://www.wikidata.org/wiki/Q36498848", + "confidence": "medium", + "note": "Generic Chinese alternate label; not region-tagged." + } + ], + "chinese_titles_cn": [ + { + "title": "DARLING in the FRANXX", + "source": "Bangumi subject title", + "url": "https://bgm.tv/subject/218711", + "confidence": "high" + }, + { + "title": "情迷弗兰克斯", + "source": "Wikidata zh alt label", + "url": "https://www.wikidata.org/wiki/Q36498848", + "confidence": "medium", + "note": "Simplified Chinese alternate label; not region-tagged." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "달링 인 더 프랑키스", + "source": "Korean Wikipedia article title", + "url": "https://ko.wikipedia.org/wiki/%EB%8B%AC%EB%A7%81_%EC%9D%B8_%EB%8D%94_%ED%94%84%EB%9E%91%ED%82%A4%EC%8A%A4", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + }, + { + "sample_index": 60, + "mal_id": 11111, + "default_title": "Another", + "cjk_title": "アナザー", + "chinese_titles": [ + { + "title": "替身", + "source": "Douban subject title", + "url": "https://movie.douban.com/subject/5392222/", + "confidence": "high" + }, + { + "title": "Another", + "source": "Chinese Wikipedia article title", + "url": "https://zh.wikipedia.org/wiki/Another", + "confidence": "medium", + "note": "Chinese Wikipedia keeps the original Latin title and notes the simplified Chinese novel title as 替身." + } + ], + "chinese_titles_cn": [ + { + "title": "替身", + "source": "Douban subject title", + "url": "https://movie.douban.com/subject/5392222/", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "어나더", + "source": "Namu Wiki article title", + "url": "https://namu.moe/w/Another(%EC%86%8C%EC%84%A4)", + "confidence": "medium", + "note": "Series-level Korean article; the anime adaptation uses the same title." + } + ], + "notes": [ + "No source-backed Hong Kong/Macau or Taiwan regional title was found in the first pass." + ] + } + ] +} diff --git a/tools/search_eval/samples/title_enrichment_shard_04.json b/tools/search_eval/samples/title_enrichment_shard_04.json new file mode 100644 index 0000000..a8e9b8d --- /dev/null +++ b/tools/search_eval/samples/title_enrichment_shard_04.json @@ -0,0 +1,944 @@ +{ + "shard": "04", + "range": [ + 61, + 80 + ], + "items": [ + { + "sample_index": 61, + "mal_id": 40456, + "default_title": "Kimetsu no Yaiba Movie: Mugen Ressha-hen", + "cjk_title": "劇場版 鬼滅の刃 無限列車編", + "chinese_titles": [ + { + "title": "鬼滅之刃劇場版 無限列車篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃劇場版_無限列車篇", + "confidence": "high" + }, + { + "title": "鬼灭之刃：无限列车篇", + "source": "AniList synonym", + "url": "https://anilist.co/anime/112151", + "confidence": "medium", + "note": "Simplified Chinese synonym; source does not identify a specific Chinese region." + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "鬼滅之刃劇場版 無限列車篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃劇場版_無限列車篇", + "confidence": "high", + "note": "The page lists Muse Communication distribution for Hong Kong and Macau." + } + ], + "chinese_titles_tw": [ + { + "title": "鬼滅之刃劇場版 無限列車篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃劇場版_無限列車篇", + "confidence": "high", + "note": "The page lists the Taiwan release and Muse Communication Taiwan distribution." + } + ], + "korean_titles": [ + { + "title": "극장판 귀멸의 칼날: 무한열차편", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/극장판_귀멸의_칼날:_무한열차편", + "confidence": "high" + }, + { + "title": "극장판 귀멸의 칼날 무한열차 편", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q96376192", + "confidence": "medium" + } + ], + "notes": [ + "No source-backed Mainland China regional title was found; the simplified AniList synonym is kept only in the union list." + ] + }, + { + "sample_index": 62, + "mal_id": 3588, + "default_title": "Soul Eater", + "cjk_title": "ソウルイーター", + "chinese_titles": [ + { + "title": "噬魂者", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q18553975", + "confidence": "high" + }, + { + "title": "SOUL EATER", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/SOUL_EATER", + "confidence": "medium" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "소울 이터", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/소울_이터", + "confidence": "high" + } + ], + "notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ] + }, + { + "sample_index": 63, + "mal_id": 2001, + "default_title": "Tengen Toppa Gurren Lagann", + "cjk_title": "天元突破グレンラガン", + "chinese_titles": [ + { + "title": "天元突破 紅蓮螺巖", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/天元突破_紅蓮螺巖", + "confidence": "high" + }, + { + "title": "天元突破红莲螺岩", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium", + "note": "Simplified Chinese alt label; source does not identify a specific Chinese region." + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "天元突破 紅蓮螺巖", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/天元突破_紅蓮螺巖", + "confidence": "high", + "note": "The page describes Hong Kong broadcast under this article title." + } + ], + "chinese_titles_tw": [ + { + "title": "天元突破 紅蓮螺巖", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/天元突破_紅蓮螺巖", + "confidence": "high", + "note": "The page describes Taiwan broadcast under this article title." + } + ], + "korean_titles": [ + { + "title": "천원돌파 그렌라간", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/천원돌파_그렌라간", + "confidence": "high" + }, + { + "title": "그렌라간", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q4277", + "confidence": "medium" + } + ], + "notes": [ + "No source-backed Mainland China regional title was found; the simplified Wikidata alt label is kept only in the union list." + ] + }, + { + "sample_index": 64, + "mal_id": 35790, + "default_title": "Tate no Yuusha no Nariagari", + "cjk_title": "盾の勇者の成り上がり", + "chinese_titles": [ + { + "title": "盾之勇者成名錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/盾之勇者成名錄", + "confidence": "high" + }, + { + "title": "盾之勇者成名录", + "source": "AniList synonym", + "url": "https://anilist.co/anime/99263", + "confidence": "medium", + "note": "Simplified Chinese synonym." + } + ], + "chinese_titles_cn": [ + { + "title": "盾之勇者成名录", + "source": "AniList synonym", + "url": "https://anilist.co/anime/99263", + "confidence": "medium", + "note": "Used as a simplified Chinese title; no separate official Mainland distributor source was found." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "盾之勇者成名錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/盾之勇者成名錄", + "confidence": "high", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + } + ], + "chinese_titles_tw": [ + { + "title": "盾之勇者成名錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/盾之勇者成名錄", + "confidence": "high", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + } + ], + "korean_titles": [ + { + "title": "방패 용사 성공담", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/방패_용사_성공담", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 65, + "mal_id": 28999, + "default_title": "Charlotte", + "cjk_title": "Charlotte（シャーロット）", + "chinese_titles": [ + { + "title": "夏洛特", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/Charlotte_(動畫)", + "confidence": "high", + "note": "Listed as the Taiwan formal title." + }, + { + "title": "Charlotte", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/Charlotte_(動畫)", + "confidence": "medium" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "夏洛特", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/Charlotte_(動畫)", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "샤를로트", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/샤를로트_(애니메이션)", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Mainland China or Hong Kong/Macau regional title was found." + ] + }, + { + "sample_index": 66, + "mal_id": 29803, + "default_title": "Overlord", + "cjk_title": "オーバーロード", + "chinese_titles": [ + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "medium", + "note": "The page lists Mainland China streaming for the anime under the article title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "high", + "note": "The page lists Hong Kong/Macau licensing for the anime under the article title." + } + ], + "chinese_titles_tw": [ + { + "title": "OVERLORD", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/OVERLORD_(動畫)", + "confidence": "high", + "note": "The page lists Taiwan licensing for the anime under the article title." + } + ], + "korean_titles": [ + { + "title": "오버로드", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/오버로드_(소설)", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 67, + "mal_id": 13601, + "default_title": "Psycho-Pass", + "cjk_title": "サイコパス", + "chinese_titles": [ + { + "title": "PSYCHO-PASS心靈判官", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "high" + }, + { + "title": "心理測量者", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q1315951", + "confidence": "medium" + }, + { + "title": "心靈判官", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q1315951", + "confidence": "medium" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "PSYCHO-PASS心靈判官", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "high", + "note": "The page lists Hong Kong/Macau licensing under this anime title." + } + ], + "chinese_titles_tw": [ + { + "title": "PSYCHO-PASS心靈判官", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "high", + "note": "The page lists Taiwan licensing under this anime title." + } + ], + "korean_titles": [ + { + "title": "PSYCHO-PASS", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/PSYCHO-PASS", + "confidence": "high" + }, + { + "title": "사이코패스", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q1315951", + "confidence": "medium" + } + ], + "notes": [ + "No source-backed Mainland China regional title was found." + ] + }, + { + "sample_index": 68, + "mal_id": 28171, + "default_title": "Shokugeki no Souma", + "cjk_title": "食戟のソーマ", + "chinese_titles": [ + { + "title": "食戟之靈", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/食戟之靈_(動畫)", + "confidence": "high" + }, + { + "title": "食戟之灵", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20923", + "confidence": "medium" + } + ], + "chinese_titles_cn": [ + { + "title": "食戟之灵", + "source": "AniList synonym", + "url": "https://anilist.co/anime/20923", + "confidence": "medium", + "note": "Simplified Chinese synonym; the Chinese Wikipedia page also lists Mainland China licensing." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "食戟之靈", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/食戟之靈_(動畫)", + "confidence": "high", + "note": "The page lists Hong Kong/Macau licensing for the anime." + } + ], + "chinese_titles_tw": [ + { + "title": "食戟之靈", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/食戟之靈_(動畫)", + "confidence": "high", + "note": "The page lists Taiwan licensing for the anime." + } + ], + "korean_titles": [ + { + "title": "식극의 소마", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/식극의_소마", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 69, + "mal_id": 47778, + "default_title": "Kimetsu no Yaiba: Yuukaku-hen", + "cjk_title": "鬼滅の刃 遊郭編", + "chinese_titles": [ + { + "title": "鬼滅之刃 遊郭篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃_遊郭篇", + "confidence": "high" + }, + { + "title": "鬼灭之刃 游郭篇", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium" + }, + { + "title": "鬼灭之刃 花街篇", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium" + } + ], + "chinese_titles_cn": [ + { + "title": "鬼灭之刃 游郭篇", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium" + }, + { + "title": "鬼灭之刃 花街篇", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "鬼滅之刃 遊郭篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃_遊郭篇", + "confidence": "high", + "note": "The page lists Hong Kong/Macau distribution and a Hong Kong Cantonese cast source under this title." + } + ], + "chinese_titles_tw": [ + { + "title": "鬼滅之刃 遊郭篇", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鬼滅之刃_遊郭篇", + "confidence": "high", + "note": "The page lists Taiwan distribution under this title." + } + ], + "korean_titles": [ + { + "title": "귀멸의 칼날: 유곽 편", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q105847067", + "confidence": "high" + }, + { + "title": "귀멸의 칼날: 환락의 거리편", + "source": "AniList synonym", + "url": "https://anilist.co/anime/142329", + "confidence": "medium" + } + ], + "notes": [] + }, + { + "sample_index": 70, + "mal_id": 37510, + "default_title": "Mob Psycho 100 II", + "cjk_title": "モブサイコ100 II", + "chinese_titles": [ + { + "title": "路人超能100 II", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high" + }, + { + "title": "灵能百分百", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "note": "Listed as a Mainland China common/formal title for the work." + } + ], + "chinese_titles_cn": [ + { + "title": "路人超能100 II", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "note": "Listed as the Mainland China animation title for the work; season 2 is listed as 路人超能100 II." + }, + { + "title": "灵能百分百", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "note": "Listed as a Mainland China common/formal title for the work." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "路人超能100 II", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/路人超能100", + "confidence": "high", + "note": "Listed as the Taiwan animation title for the work; season 2 is listed as 路人超能100 II." + } + ], + "korean_titles": [ + { + "title": "모브 사이코 100 II", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/모브_사이코_100", + "confidence": "high" + }, + { + "title": "모브 사이코 100", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/모브_사이코_100", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Hong Kong/Macau regional title was found." + ] + }, + { + "sample_index": 71, + "mal_id": 9989, + "default_title": "Ano Hi Mita Hana no Namae wo Bokutachi wa Mada Shiranai.", + "cjk_title": "あの日見た花の名前を僕達はまだ知らない。", + "chinese_titles": [ + { + "title": "我們仍未知道那天所看見的花名。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high" + }, + { + "title": "我们仍未知道那天所看见的花的名字。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "note": "Listed as the official simplified Chinese title from Fuji TV Chinese." + }, + { + "title": "未聞花名", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + } + ], + "chinese_titles_cn": [ + { + "title": "我们仍未知道那天所看见的花的名字。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "note": "Listed as the official simplified Chinese title from Fuji TV Chinese." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "我們仍未知道那天所看見的花名。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "note": "The page lists this as the Hong Kong formal title; no Macau-specific source was found." + } + ], + "chinese_titles_tw": [ + { + "title": "我們仍未知道那天所看見的花名。", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/我們仍未知道那天所看見的花的名字。", + "confidence": "high", + "note": "The page lists this as the Taiwan formal title." + } + ], + "korean_titles": [ + { + "title": "그날 본 꽃의 이름을 우리는 아직 모른다", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/그날_본_꽃의_이름을_우리는_아직_모른다", + "confidence": "high" + }, + { + "title": "아노하나", + "source": "Wikidata alt label", + "url": "https://www.wikidata.org/wiki/Q483943", + "confidence": "medium" + } + ], + "notes": [] + }, + { + "sample_index": 72, + "mal_id": 15809, + "default_title": "Hataraku Maou-sama!", + "cjk_title": "はたらく魔王さま!", + "chinese_titles": [ + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high", + "note": "The page lists Mainland China publishing for the work under this title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high", + "note": "The page lists Taiwan/Hong Kong publishing and Hong Kong/Macau anime distribution under this title." + } + ], + "chinese_titles_tw": [ + { + "title": "打工吧！魔王大人", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/打工吧！魔王大人", + "confidence": "high", + "note": "The page lists Taiwan publishing and anime distribution under this title." + } + ], + "korean_titles": [ + { + "title": "알바 뛰는 마왕님!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/알바_뛰는_마왕님!", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 73, + "mal_id": 32937, + "default_title": "Kono Subarashii Sekai ni Shukufuku wo! 2", + "cjk_title": "この素晴らしい世界に祝福を！ 2", + "chinese_titles": [ + { + "title": "為美好的世界獻上祝福！2", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q112171596", + "confidence": "high" + }, + { + "title": "為美好的世界獻上祝福！", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/為美好的世界獻上祝福！", + "confidence": "medium" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "이 멋진 세계에 축복을! 2", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/이_멋진_세계에_축복을!", + "confidence": "high" + }, + { + "title": "이 멋진 세계에 축복을!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/이_멋진_세계에_축복을!", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Mainland China, Hong Kong/Macau, or Taiwan regional title was found for season 2 specifically." + ] + }, + { + "sample_index": 74, + "mal_id": 28121, + "default_title": "Dungeon ni Deai wo Motomeru no wa Machigatteiru Darou ka", + "cjk_title": "ダンジョンに出会いを求めるのは間違っているだろうか", + "chinese_titles": [ + { + "title": "在地下城尋求邂逅是否搞錯了什麼", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/在地下城尋求邂逅是否搞錯了什麼", + "confidence": "high" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "在地下城尋求邂逅是否搞錯了什麼", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/在地下城尋求邂逅是否搞錯了什麼", + "confidence": "high", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + } + ], + "chinese_titles_tw": [ + { + "title": "在地下城尋求邂逅是否搞錯了什麼", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/在地下城尋求邂逅是否搞錯了什麼", + "confidence": "high", + "note": "The page lists Taiwan/Hong Kong publishing under this title." + } + ], + "korean_titles": [ + { + "title": "던전에서 만남을 추구하면 안 되는 걸까", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/던전에서_만남을_추구하면_안_되는_걸까", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Mainland China regional title was found." + ] + }, + { + "sample_index": 75, + "mal_id": 37430, + "default_title": "Tensei shitara Slime Datta Ken", + "cjk_title": "転生したらスライムだった件", + "chinese_titles": [ + { + "title": "關於我轉生變成史萊姆這檔事", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/關於我轉生變成史萊姆這檔事", + "confidence": "high" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "전생했더니 슬라임이었던 건에 대하여", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/전생했더니_슬라임이었던_건에_대하여", + "confidence": "high" + } + ], + "notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ] + }, + { + "sample_index": 76, + "mal_id": 42897, + "default_title": "Horimiya", + "cjk_title": "ホリミヤ", + "chinese_titles": [ + { + "title": "堀與宮村", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q104815263", + "confidence": "high" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "호리미야", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/호리미야", + "confidence": "high" + } + ], + "notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ] + }, + { + "sample_index": 77, + "mal_id": 34933, + "default_title": "Kakegurui", + "cjk_title": "賭ケグルイ", + "chinese_titles": [ + { + "title": "狂賭之淵", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/狂賭之淵", + "confidence": "high" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "카케구루이", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/카케구루이", + "confidence": "high" + } + ], + "notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ] + }, + { + "sample_index": 78, + "mal_id": 226, + "default_title": "Elfen Lied", + "cjk_title": "エルフェンリート", + "chinese_titles": [ + { + "title": "妖精的旋律", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q1328446", + "confidence": "high" + }, + { + "title": "妖精的旋律", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/妖精的旋律", + "confidence": "high" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "엘펜리트", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/엘펜리트", + "confidence": "high" + } + ], + "notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ] + }, + { + "sample_index": 79, + "mal_id": 8074, + "default_title": "Highschool of the Dead", + "cjk_title": "学園黙示録 HIGHSCHOOL OF THE DEAD", + "chinese_titles": [ + { + "title": "學園默示錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/學園默示錄", + "confidence": "high" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "학원묵시록 HIGHSCHOOL OF THE DEAD", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/학원묵시록_HIGHSCHOOL_OF_THE_DEAD", + "confidence": "high" + }, + { + "title": "학원묵시록", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/학원묵시록_HIGHSCHOOL_OF_THE_DEAD", + "confidence": "medium" + } + ], + "notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ] + }, + { + "sample_index": 80, + "mal_id": 10087, + "default_title": "Fate/Zero", + "cjk_title": "フェイト/ゼロ", + "chinese_titles": [ + { + "title": "Fate/Zero", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/Fate/Zero", + "confidence": "high" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "Fate/Zero", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/Fate/Zero", + "confidence": "high" + } + ], + "notes": [ + "Chinese sources found do not distinguish Mainland China, Hong Kong/Macau, or Taiwan title variants." + ] + } + ] +} diff --git a/tools/search_eval/samples/title_enrichment_shard_05.json b/tools/search_eval/samples/title_enrichment_shard_05.json new file mode 100644 index 0000000..ff9a281 --- /dev/null +++ b/tools/search_eval/samples/title_enrichment_shard_05.json @@ -0,0 +1,1293 @@ +{ + "shard": "05", + "range": [ + 81, + 100 + ], + "items": [ + { + "sample_index": 81, + "mal_id": 39535, + "default_title": "Mushoku Tensei: Isekai Ittara Honki Dasu", + "cjk_title": "無職転生 ～異世界行ったら本気だす～", + "chinese_titles": [ + { + "title": "无职转生：到了异世界就拿出真本事", + "source": "iQIYI", + "url": "https://www.iq.com/play/2byvpq52pk8", + "confidence": "medium", + "note": "Simplified Chinese streaming title." + }, + { + "title": "無職轉生～到了異世界就拿出真本事～", + "source": "Bilibili Hong Kong/Macau/Taiwan", + "url": "https://www.bilibili.com/bangumi/play/ss37762", + "confidence": "high", + "note": "Regional Bilibili page marked for Hong Kong, Macau, and Taiwan." + }, + { + "title": "無職轉生，到了異世界就拿出真本事", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=20620", + "confidence": "high", + "note": "Taiwan streaming title." + }, + { + "title": "無職轉生～到了異世界就拿出真本事～第一季", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q111549837", + "confidence": "high", + "note": "Taiwan label for season 1." + } + ], + "chinese_titles_cn": [ + { + "title": "无职转生：到了异世界就拿出真本事", + "source": "iQIYI", + "url": "https://www.iq.com/play/2byvpq52pk8", + "confidence": "medium", + "note": "Simplified Chinese streaming title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "無職轉生～到了異世界就拿出真本事～", + "source": "Bilibili Hong Kong/Macau/Taiwan", + "url": "https://www.bilibili.com/bangumi/play/ss37762", + "confidence": "high", + "note": "Regional Bilibili page marked for Hong Kong, Macau, and Taiwan." + } + ], + "chinese_titles_tw": [ + { + "title": "無職轉生，到了異世界就拿出真本事", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=20620", + "confidence": "high", + "note": "Taiwan streaming title." + }, + { + "title": "無職轉生～到了異世界就拿出真本事～第一季", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q111549837", + "confidence": "high", + "note": "Taiwan label for season 1." + } + ], + "korean_titles": [ + { + "title": "무직전생 ~이세계에 갔으면 최선을 다한다~", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q111549837", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 82, + "mal_id": 30654, + "default_title": "Ansatsu Kyoushitsu 2nd Season", + "cjk_title": "暗殺教室　第２期", + "chinese_titles": [ + { + "title": "暗杀教室 第二季", + "source": "Bangumi", + "url": "https://bangumi.tv/subject/131891", + "confidence": "medium", + "note": "Simplified Chinese database title." + }, + { + "title": "暗殺教室 第二季", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=33650", + "confidence": "high", + "note": "Taiwan streaming title." + } + ], + "chinese_titles_cn": [ + { + "title": "暗杀教室 第二季", + "source": "Bangumi", + "url": "https://bangumi.tv/subject/131891", + "confidence": "medium", + "note": "Simplified Chinese database title." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "暗殺教室 第二季", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=33650", + "confidence": "high", + "note": "Taiwan streaming title." + } + ], + "korean_titles": [ + { + "title": "암살교실 2기", + "source": "WatchaPedia", + "url": "https://pedia.watcha.com/ko-KR/contents/tRWB4OE", + "confidence": "high" + } + ], + "notes": [ + "No real Hong Kong/Macau-specific Chinese title was found for the second season." + ] + }, + { + "sample_index": 83, + "mal_id": 14813, + "default_title": "Yahari Ore no Seishun Love Comedy wa Machigatteiru.", + "cjk_title": "やはり俺の青春ラブコメはまちがっている。", + "chinese_titles": [ + { + "title": "我的青春恋爱物语果然有问题。", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ss1539", + "confidence": "high", + "note": "Mainland China streaming title." + }, + { + "title": "果然我的青春戀愛喜劇搞錯了。", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=16396", + "confidence": "high", + "note": "Taiwan streaming title for the anime series." + }, + { + "title": "果然我的青春戀愛喜劇搞錯了。", + "source": "ANIHK", + "url": "https://anihk.com/anime/my-teen-romantic-comedy-snafu", + "confidence": "medium", + "note": "Hong Kong anime database title." + } + ], + "chinese_titles_cn": [ + { + "title": "我的青春恋爱物语果然有问题。", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ss1539", + "confidence": "high", + "note": "Mainland China streaming title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "果然我的青春戀愛喜劇搞錯了。", + "source": "ANIHK", + "url": "https://anihk.com/anime/my-teen-romantic-comedy-snafu", + "confidence": "medium", + "note": "Hong Kong anime database title." + } + ], + "chinese_titles_tw": [ + { + "title": "果然我的青春戀愛喜劇搞錯了。", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=16396", + "confidence": "high", + "note": "Taiwan streaming title for the anime series." + } + ], + "korean_titles": [ + { + "title": "역시 내 청춘 러브코메디는 잘못됐다.", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/역시_내_청춘_러브코메디는_잘못됐다.", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 84, + "mal_id": 28891, + "default_title": "Haikyuu!! Second Season", + "cjk_title": "ハイキュー!! セカンドシーズン", + "chinese_titles": [ + { + "title": "排球少年 第二季", + "source": "Anibase", + "url": "https://anibase.net/en/anime/lyK81/HAIKYU%21%21-2nd-Season", + "confidence": "medium", + "note": "Chinese database title." + }, + { + "title": "排球少年！！第二季", + "source": "Bahamut ACG", + "url": "https://acg.gamer.com.tw/acgDetail.php?s=74666", + "confidence": "high", + "note": "Taiwan anime database title." + }, + { + "title": "排球少年！！Second Season", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/排球少年！！_(動畫)", + "confidence": "high", + "note": "Chinese Wikipedia anime season title." + } + ], + "chinese_titles_cn": [ + { + "title": "排球少年 第二季", + "source": "Anibase", + "url": "https://anibase.net/en/anime/lyK81/HAIKYU%21%21-2nd-Season", + "confidence": "medium", + "note": "Chinese database title." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "排球少年！！第二季", + "source": "Bahamut ACG", + "url": "https://acg.gamer.com.tw/acgDetail.php?s=74666", + "confidence": "high", + "note": "Taiwan anime database title." + }, + { + "title": "排球少年！！Second Season", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/排球少年！！_(動畫)", + "confidence": "high", + "note": "Chinese Wikipedia anime season title." + } + ], + "korean_titles": [ + { + "title": "하이큐!! 세컨드 시즌", + "source": "WatchaPedia", + "url": "https://pedia.watcha.com/ko-KR/contents/tEg8pmR", + "confidence": "high" + } + ], + "notes": [ + "No real Hong Kong/Macau-specific Chinese title was found for the second season." + ] + }, + { + "sample_index": 85, + "mal_id": 48583, + "default_title": "Shingeki no Kyojin: The Final Season Part 2", + "cjk_title": "進撃の巨人 The Final Season Part 2", + "chinese_titles": [ + { + "title": "进击的巨人 最终季 Part.2", + "source": "Anibase", + "url": "https://anibase.net/en/anime/1qLMm/Attack-on-Titan-Final-Season-Part-2", + "confidence": "medium", + "note": "Simplified Chinese database title." + }, + { + "title": "進擊的巨人 The Final Season Part 2", + "source": "Bilibili Hong Kong/Macau/Taiwan", + "url": "https://www.bilibili.com/bangumi/play/ss40713", + "confidence": "high", + "note": "Regional Bilibili page marked for Hong Kong, Macau, and Taiwan." + }, + { + "title": "進擊的巨人 第四季：The Final Season Part 2", + "source": "YourAnimes", + "url": "https://youranimes.tw/animes/2143/onair", + "confidence": "medium", + "note": "Taiwan anime broadcast listing." + } + ], + "chinese_titles_cn": [ + { + "title": "进击的巨人 最终季 Part.2", + "source": "Anibase", + "url": "https://anibase.net/en/anime/1qLMm/Attack-on-Titan-Final-Season-Part-2", + "confidence": "medium", + "note": "Simplified Chinese database title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "進擊的巨人 The Final Season Part 2", + "source": "Bilibili Hong Kong/Macau/Taiwan", + "url": "https://www.bilibili.com/bangumi/play/ss40713", + "confidence": "high", + "note": "Regional Bilibili page marked for Hong Kong, Macau, and Taiwan." + } + ], + "chinese_titles_tw": [ + { + "title": "進擊的巨人 The Final Season Part 2", + "source": "Bilibili Hong Kong/Macau/Taiwan", + "url": "https://www.bilibili.com/bangumi/play/ss40713", + "confidence": "high", + "note": "Regional Bilibili page marked for Hong Kong, Macau, and Taiwan." + }, + { + "title": "進擊的巨人 第四季：The Final Season Part 2", + "source": "YourAnimes", + "url": "https://youranimes.tw/animes/2143/onair", + "confidence": "medium", + "note": "Taiwan anime broadcast listing." + } + ], + "korean_titles": [ + { + "title": "진격의 거인 더 파이널 시즌 파트 2", + "source": "Anibase", + "url": "https://anibase.net/en/anime/1qLMm/Attack-on-Titan-Final-Season-Part-2", + "confidence": "medium" + }, + { + "title": "진격의 거인: 파이널 시즌 파트 2", + "source": "Hypebeast Korea", + "url": "https://hypebeast.kr/2021/6/attack-on-titan-the-final-season-part-2-first-teaser-info", + "confidence": "medium" + } + ], + "notes": [] + }, + { + "sample_index": 86, + "mal_id": 121, + "default_title": "Fullmetal Alchemist", + "cjk_title": "鋼の錬金術師", + "chinese_titles": [ + { + "title": "钢之炼金术师", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q711257", + "confidence": "high" + }, + { + "title": "鋼之鍊金術師", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鋼之鍊金術師_(動畫)", + "confidence": "high" + }, + { + "title": "鋼之鍊金術師", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q711257", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "钢之炼金术师", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q711257", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "鋼之鍊金術師", + "source": "Wikidata zh-hk label", + "url": "https://www.wikidata.org/wiki/Q711257", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "鋼之鍊金術師", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/鋼之鍊金術師_(動畫)", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "강철의 연금술사", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q711257", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 87, + "mal_id": 30503, + "default_title": "Noragami Aragoto", + "cjk_title": "ノラガミ ARAGOTO", + "chinese_titles": [ + { + "title": "野良神 ARAGOTO", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/流浪神差", + "confidence": "high", + "note": "Mainland China title for season 2." + }, + { + "title": "流浪神差II", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/流浪神差", + "confidence": "high", + "note": "Hong Kong title for season 2." + }, + { + "title": "流浪神差 ARAGOTO", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/流浪神差", + "confidence": "high", + "note": "Taiwan title for season 2." + } + ], + "chinese_titles_cn": [ + { + "title": "野良神 ARAGOTO", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/流浪神差", + "confidence": "high", + "note": "Mainland China title for season 2." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "流浪神差II", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/流浪神差", + "confidence": "high", + "note": "Hong Kong title for season 2." + } + ], + "chinese_titles_tw": [ + { + "title": "流浪神差 ARAGOTO", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/流浪神差", + "confidence": "high", + "note": "Taiwan title for season 2." + } + ], + "korean_titles": [ + { + "title": "노라가미 ARAGOTO", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q120119784", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 88, + "mal_id": 31478, + "default_title": "Bungou Stray Dogs", + "cjk_title": "文豪ストレイドッグス", + "chinese_titles": [ + { + "title": "文豪野犬", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/文豪Stray_Dogs", + "confidence": "high", + "note": "Mainland China title." + }, + { + "title": "文豪Stray Dogs", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/文豪Stray_Dogs", + "confidence": "high", + "note": "Taiwan title; Hong Kong publisher also listed under the same title." + } + ], + "chinese_titles_cn": [ + { + "title": "文豪野犬", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/文豪Stray_Dogs", + "confidence": "high", + "note": "Mainland China title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "文豪Stray Dogs", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/文豪Stray_Dogs", + "confidence": "medium", + "note": "Hong Kong publisher listed with Taiwan Kadokawa title." + } + ], + "chinese_titles_tw": [ + { + "title": "文豪Stray Dogs", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/文豪Stray_Dogs", + "confidence": "high", + "note": "Taiwan title." + } + ], + "korean_titles": [ + { + "title": "문호 스트레이 독스", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q64028322", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 89, + "mal_id": 34599, + "default_title": "Made in Abyss", + "cjk_title": "メイドインアビス", + "chinese_titles": [ + { + "title": "来自深渊", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ss34543", + "confidence": "medium", + "note": "Simplified Chinese title appears on a related official movie page." + }, + { + "title": "來自深淵", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/來自深淵_(動畫)", + "confidence": "high" + }, + { + "title": "來自深淵", + "source": "Flixboss Hong Kong Netflix listing", + "url": "https://hk.flixboss.com/series/made-in-abyss-80193163", + "confidence": "medium", + "note": "Hong Kong Netflix-region listing." + } + ], + "chinese_titles_cn": [ + { + "title": "来自深渊", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ss34543", + "confidence": "medium", + "note": "Simplified Chinese title appears on a related official movie page." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "來自深淵", + "source": "Flixboss Hong Kong Netflix listing", + "url": "https://hk.flixboss.com/series/made-in-abyss-80193163", + "confidence": "medium", + "note": "Hong Kong Netflix-region listing." + } + ], + "chinese_titles_tw": [ + { + "title": "來自深淵", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q61853333", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "메이드 인 어비스", + "source": "Apple TV Korea", + "url": "https://tv.apple.com/kr/show/메이드-인-어비스/umc.cmc.6uks2o76ygoq8na988wo4ehx4", + "confidence": "high" + }, + { + "title": "메이드 인 어비스", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q61853333", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 90, + "mal_id": 38671, + "default_title": "Enen no Shouboutai", + "cjk_title": "炎炎ノ消防隊", + "chinese_titles": [ + { + "title": "炎炎消防队", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep330405", + "confidence": "high", + "note": "Mainland China streaming title for the series." + }, + { + "title": "炎炎消防隊", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=29922", + "confidence": "high", + "note": "Taiwan streaming title." + }, + { + "title": "炎炎消防隊", + "source": "ANIHK", + "url": "https://anihk.com/anime/fire-force", + "confidence": "medium", + "note": "Hong Kong anime database title." + } + ], + "chinese_titles_cn": [ + { + "title": "炎炎消防队", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep330405", + "confidence": "high", + "note": "Mainland China streaming title for the series." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "炎炎消防隊", + "source": "ANIHK", + "url": "https://anihk.com/anime/fire-force", + "confidence": "medium", + "note": "Hong Kong anime database title." + } + ], + "chinese_titles_tw": [ + { + "title": "炎炎消防隊", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=29922", + "confidence": "high", + "note": "Taiwan streaming title." + } + ], + "korean_titles": [ + { + "title": "불꽃 소방대", + "source": "NamuWiki", + "url": "https://namu.moe/w/불꽃%20소방대", + "confidence": "medium", + "note": "Korean page title; the page records 염염의 소방대 as a redirect." + }, + { + "title": "염염의 소방대", + "source": "NamuWiki redirect", + "url": "https://namu.moe/w/불꽃%20소방대?from=염염의%20소방대", + "confidence": "medium", + "note": "Recorded redirect/alternate Korean title." + } + ], + "notes": [] + }, + { + "sample_index": 91, + "mal_id": 11617, + "default_title": "High School DxD", + "cjk_title": "ハイスクールD×D", + "chinese_titles": [ + { + "title": "恶魔高校D×D", + "source": "Chinese Wikipedia converted title", + "url": "https://zh.wikipedia.org/wiki/惡魔高校D×D", + "confidence": "medium", + "note": "Simplified Chinese conversion of the Chinese Wikipedia title." + }, + { + "title": "惡魔高校D×D", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/惡魔高校D×D", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "恶魔高校D×D", + "source": "Chinese Wikipedia converted title", + "url": "https://zh.wikipedia.org/wiki/惡魔高校D×D", + "confidence": "medium", + "note": "Simplified Chinese conversion of the Chinese Wikipedia title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "惡魔高校D×D", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/惡魔高校D×D", + "confidence": "high", + "note": "Chinese Wikipedia lists Taiwan and Hong Kong publisher distribution under this title." + } + ], + "chinese_titles_tw": [ + { + "title": "惡魔高校D×D", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/惡魔高校D×D", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "하이스쿨 DxD", + "source": "WatchaPedia", + "url": "https://pedia.watcha.com/ko-KR/contents/tRzZDkR", + "confidence": "high" + }, + { + "title": "하이스쿨 D×D", + "source": "NamuWiki", + "url": "https://namu.moe/w/하이스쿨%20D×D", + "confidence": "medium" + } + ], + "notes": [] + }, + { + "sample_index": 92, + "mal_id": 40591, + "default_title": "Kaguya-sama wa Kokurasetai? Tensai-tachi no Renai Zunousen", + "cjk_title": "かぐや様は告らせたい？～天才たちの恋愛頭脳戦～", + "chinese_titles": [ + { + "title": "辉夜大小姐想让我告白？～天才们的恋爱头脑战～", + "source": "Chinese Wikipedia regional title block", + "url": "https://zh.wikipedia.org/wiki/輝夜姬想讓人告白～天才們的戀愛頭腦戰～_(動畫)", + "confidence": "high", + "note": "Mainland China title for season 2." + }, + { + "title": "輝夜姬想讓人告白？～天才們的戀愛頭腦戰～", + "source": "Chinese Wikipedia regional title block", + "url": "https://zh.wikipedia.org/wiki/輝夜姬想讓人告白～天才們的戀愛頭腦戰～_(動畫)", + "confidence": "high", + "note": "Taiwan, Hong Kong, and Macau title for season 2." + } + ], + "chinese_titles_cn": [ + { + "title": "辉夜大小姐想让我告白？～天才们的恋爱头脑战～", + "source": "Chinese Wikipedia regional title block", + "url": "https://zh.wikipedia.org/wiki/輝夜姬想讓人告白～天才們的戀愛頭腦戰～_(動畫)", + "confidence": "high", + "note": "Mainland China title for season 2." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "輝夜姬想讓人告白？～天才們的戀愛頭腦戰～", + "source": "Chinese Wikipedia regional title block", + "url": "https://zh.wikipedia.org/wiki/輝夜姬想讓人告白～天才們的戀愛頭腦戰～_(動畫)", + "confidence": "high", + "note": "Hong Kong and Macau title for season 2." + } + ], + "chinese_titles_tw": [ + { + "title": "輝夜姬想讓人告白？～天才們的戀愛頭腦戰～", + "source": "Chinese Wikipedia regional title block", + "url": "https://zh.wikipedia.org/wiki/輝夜姬想讓人告白～天才們的戀愛頭腦戰～_(動畫)", + "confidence": "high", + "note": "Taiwan title for season 2." + } + ], + "korean_titles": [ + { + "title": "카구야 님은 고백받고 싶어 2기", + "source": "KakaoTV", + "url": "https://tv.kakao.com/v/408679381", + "confidence": "medium", + "note": "Korean title with season marker appears in a Korean video listing." + }, + { + "title": "카구야 님은 고백받고 싶어 ~천재들의 연애 두뇌전~", + "source": "WatchaPedia", + "url": "https://pedia.watcha.com/ko-KR/contents/tlYeZO4", + "confidence": "high", + "note": "Korean series title." + } + ], + "notes": [] + }, + { + "sample_index": 93, + "mal_id": 5081, + "default_title": "Bakemonogatari", + "cjk_title": "化物語", + "chinese_titles": [ + { + "title": "化物语", + "source": "Chinese Wikipedia converted title", + "url": "https://zh.wikipedia.org/wiki/化物語", + "confidence": "medium", + "note": "Simplified Chinese conversion of the shared title." + }, + { + "title": "化物語", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q124309985", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "化物语", + "source": "Chinese Wikipedia converted title", + "url": "https://zh.wikipedia.org/wiki/化物語", + "confidence": "medium", + "note": "Simplified Chinese conversion of the shared title." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "化物語", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q124309985", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "바케모노가타리", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q124309985", + "confidence": "high" + }, + { + "title": "괴물 이야기", + "source": "Wikidata ko alt label", + "url": "https://www.wikidata.org/wiki/Q124309985", + "confidence": "medium" + } + ], + "notes": [ + "No real Hong Kong/Macau-specific Chinese title was found." + ] + }, + { + "sample_index": 94, + "mal_id": 6746, + "default_title": "Durarara!!", + "cjk_title": "デュラララ!!", + "chinese_titles": [ + { + "title": "无头骑士异闻录", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ss1656", + "confidence": "high", + "note": "Mainland China streaming title." + }, + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/無頭騎士異聞錄_DuRaRaRa!!", + "confidence": "high" + }, + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Rakuten Kobo Hong Kong", + "url": "https://www.kobo.com/hk/en/ebook/durarara-6", + "confidence": "medium", + "note": "Hong Kong ebook storefront title for the same franchise." + } + ], + "chinese_titles_cn": [ + { + "title": "无头骑士异闻录", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ss1656", + "confidence": "high", + "note": "Mainland China streaming title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Rakuten Kobo Hong Kong", + "url": "https://www.kobo.com/hk/en/ebook/durarara-6", + "confidence": "medium", + "note": "Hong Kong ebook storefront title for the same franchise." + } + ], + "chinese_titles_tw": [ + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/無頭騎士異聞錄_DuRaRaRa!!", + "confidence": "high" + }, + { + "title": "無頭騎士異聞錄 DuRaRaRa!!", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=4616", + "confidence": "medium", + "note": "Bahamut page for a later anime installment uses the franchise title." + } + ], + "korean_titles": [ + { + "title": "듀라라라!!", + "source": "NamuWiki", + "url": "https://namu.moe/w/듀라라라!!", + "confidence": "medium" + }, + { + "title": "듀라라라!!", + "source": "Watcha", + "url": "https://watcha.com/ko-KR/contents/tEK11kP", + "confidence": "medium", + "note": "Watcha page for a later anime installment uses the franchise title." + } + ], + "notes": [] + }, + { + "sample_index": 95, + "mal_id": 431, + "default_title": "Howl no Ugoku Shiro", + "cjk_title": "ハウルの動く城", + "chinese_titles": [ + { + "title": "哈尔的移动城堡", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high" + }, + { + "title": "哈爾移動城堡", + "source": "Wikidata zh-hk and zh-mo labels", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high" + }, + { + "title": "霍爾的移動城堡", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "哈尔的移动城堡", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "哈爾移動城堡", + "source": "Wikidata zh-hk and zh-mo labels", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "霍爾的移動城堡", + "source": "Wikidata zh-tw label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "하울의 움직이는 성", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q29011", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 96, + "mal_id": 12189, + "default_title": "Hyouka", + "cjk_title": "氷菓", + "chinese_titles": [ + { + "title": "冰菓", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep84779", + "confidence": "high", + "note": "Mainland China streaming title." + }, + { + "title": "冰菓", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=100", + "confidence": "high", + "note": "Taiwan streaming title." + } + ], + "chinese_titles_cn": [ + { + "title": "冰菓", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep84779", + "confidence": "high", + "note": "Mainland China streaming title." + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "冰菓", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=100", + "confidence": "high", + "note": "Taiwan streaming title." + } + ], + "korean_titles": [ + { + "title": "빙과", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q99853668", + "confidence": "high" + }, + { + "title": "빙과", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/빙과_(애니메이션)", + "confidence": "high" + } + ], + "notes": [ + "No real Hong Kong/Macau-specific Chinese title was found." + ] + }, + { + "sample_index": 97, + "mal_id": 35507, + "default_title": "Youkoso Jitsuryoku Shijou Shugi no Kyoushitsu e", + "cjk_title": "ようこそ実力至上主義の教室へ", + "chinese_titles": [ + { + "title": "欢迎来到实力至上主义的教室", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep113358", + "confidence": "high", + "note": "Mainland China streaming title." + }, + { + "title": "歡迎來到實力至上主義的教室", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=8542", + "confidence": "high", + "note": "Taiwan streaming title." + }, + { + "title": "歡迎來到實力至上主義的教室", + "source": "ANIHK", + "url": "https://anihk.com/anime/classroom-of-the-elite", + "confidence": "medium", + "note": "Hong Kong anime database title." + } + ], + "chinese_titles_cn": [ + { + "title": "欢迎来到实力至上主义的教室", + "source": "Bilibili", + "url": "https://www.bilibili.com/bangumi/play/ep113358", + "confidence": "high", + "note": "Mainland China streaming title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "歡迎來到實力至上主義的教室", + "source": "ANIHK", + "url": "https://anihk.com/anime/classroom-of-the-elite", + "confidence": "medium", + "note": "Hong Kong anime database title." + } + ], + "chinese_titles_tw": [ + { + "title": "歡迎來到實力至上主義的教室", + "source": "Bahamut Anime", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=8542", + "confidence": "high", + "note": "Taiwan streaming title." + } + ], + "korean_titles": [ + { + "title": "어서 오세요 실력 지상주의 교실에", + "source": "Apple TV Korea", + "url": "https://tv.apple.com/kr/show/어서-오세요-실력-지상주의-교실에/umc.cmc.514ygmczvweqazs5ppmftdyle", + "confidence": "high" + }, + { + "title": "어서 오세요 실력지상주의 교실에", + "source": "Yes24", + "url": "https://www.yes24.com/product/goods/147562279", + "confidence": "high", + "note": "Korean book title for the source franchise." + } + ], + "notes": [] + }, + { + "sample_index": 98, + "mal_id": 14741, + "default_title": "Chuunibyou demo Koi ga Shitai!", + "cjk_title": "中二病でも恋がしたい!", + "chinese_titles": [ + { + "title": "中二病也要谈恋爱", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "note": "Mainland China title." + }, + { + "title": "中二病也想談戀愛！", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "note": "Hong Kong and Taiwan title." + } + ], + "chinese_titles_cn": [ + { + "title": "中二病也要谈恋爱", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "note": "Mainland China title." + } + ], + "chinese_titles_hk_mo": [ + { + "title": "中二病也想談戀愛！", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "note": "Hong Kong title." + } + ], + "chinese_titles_tw": [ + { + "title": "中二病也想談戀愛！", + "source": "Chinese Wikipedia regional conversion table", + "url": "https://zh.wikipedia.org/wiki/中二病也想談戀愛！_(動畫)", + "confidence": "high", + "note": "Taiwan title." + } + ], + "korean_titles": [ + { + "title": "중2병이라도 사랑이 하고 싶어!", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/중2병이라도_사랑이_하고_싶어!", + "confidence": "medium" + } + ], + "notes": [] + }, + { + "sample_index": 99, + "mal_id": 26243, + "default_title": "Owari no Seraph", + "cjk_title": "終わりのセラフ", + "chinese_titles": [ + { + "title": "终结的炽天使", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "high" + }, + { + "title": "終結的熾天使", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "high" + }, + { + "title": "終結的熾天使", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/終結的熾天使", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "终结的炽天使", + "source": "Wikidata zh-hans label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "終結的熾天使", + "source": "Wikidata zh-hant label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "medium", + "note": "Traditional Chinese title; no Hong Kong/Macau-only variant found." + } + ], + "chinese_titles_tw": [ + { + "title": "終結的熾天使", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/終結的熾天使", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "종말의 세라프", + "source": "Wikidata ko label", + "url": "https://www.wikidata.org/wiki/Q64711220", + "confidence": "high" + } + ], + "notes": [ + "No Hong Kong/Macau-only Chinese title was found; the traditional Chinese title is recorded instead." + ] + }, + { + "sample_index": 100, + "mal_id": 52991, + "default_title": "Sousou no Frieren", + "cjk_title": "葬送のフリーレン", + "chinese_titles": [ + { + "title": "葬送的芙莉蓮", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/葬送的芙莉蓮_(動畫)", + "confidence": "high" + }, + { + "title": "葬送的芙莉蓮", + "source": "Wikidata zh label", + "url": "https://www.wikidata.org/wiki/Q130377145", + "confidence": "high" + } + ], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [ + { + "title": "葬送的芙莉蓮", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/葬送的芙莉蓮_(動畫)", + "confidence": "medium", + "note": "Chinese Wikipedia records Hong Kong television airing but does not distinguish a Hong Kong-only title." + } + ], + "chinese_titles_tw": [ + { + "title": "葬送的芙莉蓮", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/葬送的芙莉蓮_(動畫)", + "confidence": "high", + "note": "Chinese Wikipedia records Taiwan television airing under this title." + } + ], + "korean_titles": [ + { + "title": "장송의 프리렌", + "source": "Korean Wikipedia", + "url": "https://ko.wikipedia.org/wiki/장송의_프리렌", + "confidence": "high" + } + ], + "notes": [ + "No source-backed Mainland China regional title was found." + ] + } + ] +} diff --git a/tools/search_eval/samples/title_enrichment_shard_manual.json b/tools/search_eval/samples/title_enrichment_shard_manual.json new file mode 100644 index 0000000..31cd470 --- /dev/null +++ b/tools/search_eval/samples/title_enrichment_shard_manual.json @@ -0,0 +1,327 @@ +{ + "shard": "manual", + "range": [ + 1, + 100 + ], + "items": [ + { + "sample_index": 23, + "mal_id": 36456, + "default_title": "Boku no Hero Academia 3rd Season", + "cjk_title": "僕のヒーローアカデミア", + "chinese_titles": [], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "나의 히어로 아카데미아 3기", + "source": "Kinolights", + "url": "https://m.kinolights.com/title/84843", + "confidence": "high" + }, + { + "title": "나의 히어로 아카데미아 3기", + "source": "Daum News / Animax Korea report", + "url": "https://v.daum.net/v/obsQ17ZuWo?f=p", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 28, + "mal_id": 40028, + "default_title": "Shingeki no Kyojin: The Final Season", + "cjk_title": "進撃の巨人 The Final Season", + "chinese_titles": [ + { + "title": "进击的巨人 最终季", + "source": "LAFTEL zh-Hans", + "url": "https://laftel.tv/zh-Hans/series/9/19", + "confidence": "high" + }, + { + "title": "進擊的巨人 The Final Season", + "source": "Bahamut Anime Crazy", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=20675", + "confidence": "high" + }, + { + "title": "進擊的巨人Final Season", + "source": "MyVideo Taiwan", + "url": "https://www.myvideo.net.tw/details/3/14196", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "进击的巨人 最终季", + "source": "LAFTEL zh-Hans", + "url": "https://laftel.tv/zh-Hans/series/9/19", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "進擊的巨人 The Final Season", + "source": "Bahamut Anime Crazy", + "url": "https://ani.gamer.com.tw/animeVideo.php?sn=20675", + "confidence": "high" + }, + { + "title": "進擊的巨人Final Season", + "source": "MyVideo Taiwan", + "url": "https://www.myvideo.net.tw/details/3/14196", + "confidence": "high" + } + ], + "korean_titles": [], + "notes": [ + "No Hong Kong/Macau-specific title was found in this pass." + ] + }, + { + "sample_index": 38, + "mal_id": 21881, + "default_title": "Sword Art Online II", + "cjk_title": "ソードアート・オンライン II", + "chinese_titles": [], + "chinese_titles_cn": [], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [], + "korean_titles": [ + { + "title": "소드 아트 온라인 II", + "source": "Libre Wiki", + "url": "https://librewiki.net/wiki/%EC%86%8C%EB%93%9C_%EC%95%84%ED%8A%B8_%EC%98%A8%EB%9D%BC%EC%9D%B8_II", + "confidence": "high" + }, + { + "title": "소드 아트 온라인 II", + "source": "Gaon Wiki", + "url": "https://www.gaonwiki.com/w/%EC%86%8C%EB%93%9C_%EC%95%84%ED%8A%B8_%EC%98%A8%EB%9D%BC%EC%9D%B8/%EC%95%A0%EB%8B%88%EB%A9%94%EC%9D%B4%EC%85%98", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 77, + "mal_id": 34933, + "default_title": "Kakegurui", + "cjk_title": "賭ケグルイ", + "chinese_titles": [ + { + "title": "狂赌之渊", + "source": "Douban", + "url": "https://movie.douban.com/subject/26977244/", + "confidence": "high" + }, + { + "title": "狂賭之淵", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E7%8B%82%E8%B3%AD%E4%B9%8B%E6%B7%B5", + "confidence": "high" + }, + { + "title": "狂賭之淵", + "source": "DramaQueen Taiwan", + "url": "https://www.dramaqueen.com.tw/tvshow/Kakegurui.html", + "confidence": "high" + }, + { + "title": "狂賭之淵", + "source": "AniHK", + "url": "https://anihk.com/anime/kakegurui", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "狂赌之渊", + "source": "Douban", + "url": "https://movie.douban.com/subject/26977244/", + "confidence": "high" + }, + { + "title": "狂赌之渊", + "source": "Bangumi tag", + "url": "https://bangumi.tv/anime/tag/%E7%8B%82%E8%B5%8C%E4%B9%8B%E6%B8%8A", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "狂賭之淵", + "source": "AniHK", + "url": "https://anihk.com/anime/kakegurui", + "confidence": "high" + } + ], + "chinese_titles_tw": [ + { + "title": "狂賭之淵", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E7%8B%82%E8%B3%AD%E4%B9%8B%E6%B7%B5", + "confidence": "high" + }, + { + "title": "狂賭之淵", + "source": "DramaQueen Taiwan", + "url": "https://www.dramaqueen.com.tw/tvshow/Kakegurui.html", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "카케구루이", + "source": "Wikidata", + "url": "https://www.wikidata.org/wiki/Q18700981", + "confidence": "high" + }, + { + "title": "카케구루이", + "source": "Libre Wiki", + "url": "https://librewiki.net/wiki/%EC%B9%B4%EC%BC%80%EA%B5%AC%EB%A3%A8%EC%9D%B4", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 79, + "mal_id": 8074, + "default_title": "Highschool of the Dead", + "cjk_title": "学園黙示録 HIGHSCHOOL OF THE DEAD", + "chinese_titles": [ + { + "title": "学园默示录", + "source": "ComicK", + "url": "https://comick.dev/comic/highschool-of-the-dead-full-color", + "confidence": "medium" + }, + { + "title": "學園默示錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "学园默示录", + "source": "ComicK", + "url": "https://comick.dev/comic/highschool-of-the-dead-full-color", + "confidence": "medium" + } + ], + "chinese_titles_hk_mo": [ + { + "title": "學園默示錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "medium", + "note": "Traditional Chinese source; no Hong Kong/Macau-only title was found." + } + ], + "chinese_titles_tw": [ + { + "title": "學園默示錄", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "high" + }, + { + "title": "學園默示錄", + "source": "AniBase zh-Hant", + "url": "https://anibase.net/zh-hant/anime/4xYgN/%E5%AD%B8%E5%9C%92%E9%BB%98%E7%A4%BA%E9%8C%84", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "학원묵시록 HIGHSCHOOL OF THE DEAD", + "source": "Watcha Pedia", + "url": "https://pedia.watcha.com/ko-JP/contents/tRMX9wE", + "confidence": "high" + }, + { + "title": "학원묵시록", + "source": "AniBase", + "url": "https://anibase.net/en/anime/4xYgN/Highschool-of-the-Dead", + "confidence": "high" + } + ], + "notes": [] + }, + { + "sample_index": 80, + "mal_id": 10087, + "default_title": "Fate/Zero", + "cjk_title": "フェイト/ゼロ", + "chinese_titles": [ + { + "title": "命運/零話", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/Fate/Zero", + "confidence": "high" + }, + { + "title": "命运之零", + "source": "Bangumi", + "url": "https://bangumi.tv/subject/10639", + "confidence": "high" + } + ], + "chinese_titles_cn": [ + { + "title": "命运之零", + "source": "Bangumi", + "url": "https://bangumi.tv/subject/10639", + "confidence": "high" + } + ], + "chinese_titles_hk_mo": [], + "chinese_titles_tw": [ + { + "title": "命運/零話", + "source": "Chinese Wikipedia", + "url": "https://zh.wikipedia.org/wiki/Fate/Zero", + "confidence": "high" + }, + { + "title": "命運/零話", + "source": "Taiwan Dubbing Wiki", + "url": "https://vocustaiwan.fandom.com/zh-tw/wiki/Fate/Zero", + "confidence": "medium" + }, + { + "title": "命運/零話", + "source": "YesAsia Taiwan DVD listing", + "url": "https://www.yesasia.com/us/fate-zero-dvd-vol-4-taiwan-version/1032174632-0-0-0-en/info.html", + "confidence": "high" + } + ], + "korean_titles": [ + { + "title": "페이트/제로", + "source": "Libre Wiki", + "url": "https://librewiki.net/wiki/Fate/Zero", + "confidence": "high" + }, + { + "title": "페이트 / 제로", + "source": "JustWatch Korea", + "url": "https://www.justwatch.com/kr/TV-%ED%94%84%EB%A1%9C%EA%B7%B8%EB%9E%A8/peiteu-jero", + "confidence": "high" + } + ], + "notes": [ + "No Hong Kong/Macau-specific title was found in this pass." + ] + } + ] +} diff --git a/tools/search_eval/scoring.py b/tools/search_eval/scoring.py new file mode 100644 index 0000000..2301120 --- /dev/null +++ b/tools/search_eval/scoring.py @@ -0,0 +1,149 @@ +"""Scoring helpers for the search-eval harness. + +A hit is recorded when any returned row's identifier or canonical title +matches the seed's known target. +""" + +from __future__ import annotations + +import re +import unicodedata +from typing import Iterable, List, Optional, Tuple + + +def _norm(text: Optional[str]) -> str: + if not text: + return "" + nfkd = unicodedata.normalize("NFKD", text) + no_accent = "".join(c for c in nfkd if not unicodedata.combining(c)) + return re.sub(r"[^a-z0-9]+", " ", no_accent.lower()).strip() + + +def _candidate_ids(row: dict, backend: str) -> List[Tuple[str, object]]: + """Pull plausible IDs from a backend row in dumped JSON form.""" + out: List[Tuple[str, object]] = [] + if not isinstance(row, dict): + return out + if backend in ("jikan", "ann"): + if "mal_id" in row: + out.append(("mal", row["mal_id"])) + out.append(("jikan", row["mal_id"])) + if "id" in row: + out.append((backend, row["id"])) + elif backend == "anilist": + if "id" in row: + out.append(("anilist", row["id"])) + if row.get("idMal"): + out.append(("mal", row["idMal"])) + elif backend == "kitsu": + if "id" in row: + out.append(("kitsu", row["id"])) + attrs = row.get("attributes") or {} + for src in ("myAnimeListId", "myanimelist", "mal_id"): + if attrs.get(src): + out.append(("mal", attrs[src])) + elif backend == "mangadex": + if "id" in row: + out.append(("mangadex", row["id"])) + elif backend == "shikimori": + if "id" in row: + out.append(("shikimori", row["id"])) + else: + if "id" in row: + out.append((backend, row["id"])) + return out + + +def _candidate_titles(row: dict, backend: str) -> List[str]: + out: List[str] = [] + if not isinstance(row, dict): + return out + title = row.get("title") + if isinstance(title, dict): + out.extend(v for v in title.values() if isinstance(v, str)) + elif isinstance(title, str): + out.append(title) + for field in ("name", "english", "native", "romaji", "russian", "japanese", "canonicalName"): + v = row.get(field) + if isinstance(v, str): + out.append(v) + elif isinstance(v, dict): + out.extend(s for s in v.values() if isinstance(s, str)) + titles_list = row.get("titles") + if isinstance(titles_list, list): + for t in titles_list: + if isinstance(t, dict): + s = t.get("title") + if isinstance(s, str): + out.append(s) + attrs = row.get("attributes") + if isinstance(attrs, dict): + for field in ("title", "titles", "canonicalTitle", "name", "canonicalName"): + v = attrs.get(field) + if isinstance(v, str): + out.append(v) + elif isinstance(v, dict): + out.extend(s for s in v.values() if isinstance(s, str)) + elif isinstance(v, list): + for t in v: + if isinstance(t, dict): + s = t.get("title") or t.get("name") + if isinstance(s, str): + out.append(s) + return [s for s in out if s] + + +def _id_match(row_ids: Iterable[Tuple[str, object]], seed_ids: dict) -> bool: + seed_set = {(k, str(v)) for k, v in (seed_ids or {}).items() if v} + if not seed_set: + return False + return any((k, str(v)) in seed_set for k, v in row_ids) + + +def _title_match(row_titles: Iterable[str], seed_aliases: Iterable[str]) -> str: + """Return one of "exact" / "substring" / "" depending on alignment.""" + seed_norm = {_norm(a) for a in seed_aliases if a} + seed_norm.discard("") + if not seed_norm: + return "" + for t in row_titles: + n = _norm(t) + if not n: + continue + if n in seed_norm: + return "exact" + for t in row_titles: + n = _norm(t) + if not n: + continue + for s in seed_norm: + if len(s) < 4: + continue + if s in n or n in s: + return "substring" + return "" + + +def score_rows(rows: list, seed: dict, backend: str) -> dict: + """Return ``{"position": int|None, "kind": str}`` where position is 0-indexed top-N rank. + + ``kind`` is one of ``"id"``, ``"title_exact"``, ``"title_substring"``, ``""``. + """ + seed_ids = seed.get("ids") or {} + seed_aliases = seed.get("aliases") or [seed.get("query")] + best_position: Optional[int] = None + best_kind = "" + for i, raw in enumerate(rows): + row = raw.model_dump(mode="json", by_alias=True) if hasattr(raw, "model_dump") else raw + if not isinstance(row, dict): + continue + ids = _candidate_ids(row, backend) + titles = _candidate_titles(row, backend) + if _id_match(ids, seed_ids): + return {"position": i, "kind": "id"} + match = _title_match(titles, seed_aliases) + if match == "exact" and best_kind not in ("id", "title_exact"): + best_position, best_kind = i, "title_exact" + elif match == "substring" and not best_kind: + best_position, best_kind = i, "title_substring" + return {"position": best_position, "kind": best_kind} From dc266e9c48ad69e0d31821fc1be8074427a21036 Mon Sep 17 00:00:00 2001 From: narugo1992 Date: Tue, 19 May 2026 15:59:18 +0800 Subject: [PATCH 5/8] dev(narugo1992): fix enhance ci dependency Replace the romkan runtime dependency with a conservative built-in romaji-to-katakana converter because the romkan sdist fails metadata generation on Windows CI. --- animedex/diag/selftest.py | 9 -- animedex/enhance/_heuristics.py | 167 +++++++++++++++++++- docs/source/api_doc/enhance/_heuristics.rst | 2 + requirements.txt | 1 - test/enhance/test_suggest.py | 3 + 5 files changed, 170 insertions(+), 12 deletions(-) diff --git a/animedex/diag/selftest.py b/animedex/diag/selftest.py index 9f5e060..4ce5383 100644 --- a/animedex/diag/selftest.py +++ b/animedex/diag/selftest.py @@ -427,14 +427,6 @@ def _smoke_opencc() -> None: assert OpenCC("t2s").convert("\u846c\u9001\u7684\u8299\u8389\u84ee") == "\u846c\u9001\u7684\u8299\u8389\u83b2" -def _smoke_romkan() -> None: - """Smoke-test romkan romaji/kana conversion tables.""" - import romkan - - assert romkan.to_katakana("kimetsu no yaiba") == "\u30ad\u30e1\u30c4 \u30ce \u30e4\u30a4\u30d0" - assert romkan.to_hiragana("bocchi za rokku") == "\u307c\u3063\u3061 \u3056 \u308d\u3063\u304f" - - def _smoke_unidecode() -> None: """Smoke-test Unidecode transliteration tables.""" from unidecode import unidecode @@ -463,7 +455,6 @@ def _smoke_tzdata() -> None: ("anyascii", _smoke_anyascii), ("jaconv", _smoke_jaconv), ("opencc_python_reimplemented", _smoke_opencc), - ("romkan", _smoke_romkan), ("unidecode", _smoke_unidecode), ("tzdata", _smoke_tzdata), ) diff --git a/animedex/enhance/_heuristics.py b/animedex/enhance/_heuristics.py index 4d6b532..1da0881 100644 --- a/animedex/enhance/_heuristics.py +++ b/animedex/enhance/_heuristics.py @@ -14,7 +14,6 @@ from typing import Dict, Optional import jaconv -import romkan from anyascii import anyascii from opencc import OpenCC from unidecode import unidecode @@ -47,7 +46,127 @@ class QueryVariant: _DASH_OR_COLON_SUFFIX = re.compile(r"\s*[-–—:]\s*[^-–—:]+\s*$") _TOKEN_BREAK_RE = re.compile(r"[\s　.,!?:;\"'\-_/()\[\]{}【】~]+") _NON_WORD_RE = re.compile(r"[\W_]+", re.UNICODE) +_ROMAJI_TOKEN_RE = re.compile(r"[a-z']+|[^a-z']+") _OPENCC_CONVERTERS: Dict[str, OpenCC] = {} +_ROMAJI_YOON = { + "kya": "キャ", + "kyu": "キュ", + "kyo": "キョ", + "gya": "ギャ", + "gyu": "ギュ", + "gyo": "ギョ", + "sha": "シャ", + "shu": "シュ", + "sho": "ショ", + "sya": "シャ", + "syu": "シュ", + "syo": "ショ", + "ja": "ジャ", + "ju": "ジュ", + "jo": "ジョ", + "jya": "ジャ", + "jyu": "ジュ", + "jyo": "ジョ", + "cha": "チャ", + "chu": "チュ", + "cho": "チョ", + "tya": "チャ", + "tyu": "チュ", + "tyo": "チョ", + "nya": "ニャ", + "nyu": "ニュ", + "nyo": "ニョ", + "hya": "ヒャ", + "hyu": "ヒュ", + "hyo": "ヒョ", + "bya": "ビャ", + "byu": "ビュ", + "byo": "ビョ", + "pya": "ピャ", + "pyu": "ピュ", + "pyo": "ピョ", + "mya": "ミャ", + "myu": "ミュ", + "myo": "ミョ", + "rya": "リャ", + "ryu": "リュ", + "ryo": "リョ", +} +_ROMAJI_SYLLABLES = { + "shi": "シ", + "chi": "チ", + "tsu": "ツ", + "si": "シ", + "ti": "チ", + "tu": "ツ", + "fu": "フ", + "hu": "フ", + "ji": "ジ", + "zi": "ジ", + "zu": "ズ", + "a": "ア", + "i": "イ", + "u": "ウ", + "e": "エ", + "o": "オ", + "ka": "カ", + "ki": "キ", + "ku": "ク", + "ke": "ケ", + "ko": "コ", + "ga": "ガ", + "gi": "ギ", + "gu": "グ", + "ge": "ゲ", + "go": "ゴ", + "sa": "サ", + "su": "ス", + "se": "セ", + "so": "ソ", + "za": "ザ", + "ze": "ゼ", + "zo": "ゾ", + "ta": "タ", + "te": "テ", + "to": "ト", + "da": "ダ", + "de": "デ", + "do": "ド", + "na": "ナ", + "ni": "ニ", + "nu": "ヌ", + "ne": "ネ", + "no": "ノ", + "ha": "ハ", + "hi": "ヒ", + "he": "ヘ", + "ho": "ホ", + "ba": "バ", + "bi": "ビ", + "bu": "ブ", + "be": "ベ", + "bo": "ボ", + "pa": "パ", + "pi": "ピ", + "pu": "プ", + "pe": "ペ", + "po": "ポ", + "ma": "マ", + "mi": "ミ", + "mu": "ム", + "me": "メ", + "mo": "モ", + "ya": "ヤ", + "yu": "ユ", + "yo": "ヨ", + "ra": "ラ", + "ri": "リ", + "ru": "ル", + "re": "レ", + "ro": "ロ", + "wa": "ワ", + "wo": "ヲ", +} def looks_cjk(value: Optional[str]) -> bool: @@ -147,10 +266,54 @@ def _opencc_convert(conversion: str, value: str) -> str: return converter.convert(value) +def _convert_romaji_token(value: str) -> Optional[str]: + out = [] + pos = 0 + while pos < len(value): + char = value[pos] + if char == "'": + return None + if char == "n" and pos + 1 < len(value) and value[pos + 1] == "'": + out.append("ン") + pos += 2 + continue + if pos + 1 < len(value) and char == value[pos + 1] and char in "bcdfghjklmpqrstvwxyz" and char != "n": + out.append("ッ") + pos += 1 + continue + if char == "n" and (pos + 1 == len(value) or value[pos + 1] not in "aeiouy"): + out.append("ン") + pos += 1 + continue + + converted = None + for size in (3, 2, 1): + part = value[pos : pos + size] + converted = _ROMAJI_YOON.get(part) or _ROMAJI_SYLLABLES.get(part) + if converted is not None: + pos += size + break + if converted is None: + return None + out.append(converted) + return "".join(out) + + def _romaji_to_katakana(value: str) -> str: if any(char not in _ROMAJI_ALLOWED_CHARS for char in value): return value - converted = romkan.to_katakana(value.casefold()) + converted_parts = [] + for part in _ROMAJI_TOKEN_RE.findall(value.casefold()): + if not part: + continue + if part[0].isalpha() or part[0] == "'": + converted = _convert_romaji_token(part) + if converted is None: + return value + converted_parts.append(converted) + else: + converted_parts.append(part) + converted = "".join(converted_parts) if looks_latin(converted): return value return converted diff --git a/docs/source/api_doc/enhance/_heuristics.rst b/docs/source/api_doc/enhance/_heuristics.rst index 343f9e5..25ae58f 100644 --- a/docs/source/api_doc/enhance/_heuristics.rst +++ b/docs/source/api_doc/enhance/_heuristics.rst @@ -59,3 +59,5 @@ selftest ----------------------------------------------------- .. autofunction:: selftest + + diff --git a/requirements.txt b/requirements.txt index 58ceb5c..3c705d9 100644 --- a/requirements.txt +++ b/requirements.txt @@ -9,6 +9,5 @@ jq>=1.11 anyascii>=0.3.3 jaconv>=0.5.0 opencc-python-reimplemented>=0.1.7 -romkan>=0.2.1 unidecode>=1.4.0 tzdata>=2025.2 diff --git a/test/enhance/test_suggest.py b/test/enhance/test_suggest.py index 941df32..2ea940d 100644 --- a/test/enhance/test_suggest.py +++ b/test/enhance/test_suggest.py @@ -241,9 +241,12 @@ def test_romaji_to_katakana_requires_complete_conversion(self): from animedex.enhance._heuristics import build_variants assert build_variants("kimetsu no yaiba")["romaji_to_katakana"].query == "キメツ ノ ヤイバ" + assert build_variants("bocchi za rokku")["romaji_to_katakana"].query == "ボッチ ザ ロック" + assert build_variants("shin'ichi")["romaji_to_katakana"].query == "シンイチ" assert "romaji_to_katakana" not in build_variants("Frieren") assert "romaji_to_katakana" not in build_variants("sousou no frieren") assert "romaji_to_katakana" not in build_variants("kimetsu@yaiba") + assert "romaji_to_katakana" not in build_variants("'kimetsu") def test_opencc_failure_is_ignored_for_han_query(self, monkeypatch): from animedex.enhance import _heuristics From 9e453d58c37beafa6ed72935e3b3bbd90dcb1919 Mon Sep 17 00:00:00 2001 From: narugo1992 Date: Tue, 19 May 2026 16:12:39 +0800 Subject: [PATCH 6/8] dev(narugo1992): simplify enhance romaji converter Remove unreachable defensive checks from the built-in romaji converter so patch coverage reflects the executable enhance path after replacing the external romkan dependency. --- animedex/enhance/_heuristics.py | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/animedex/enhance/_heuristics.py b/animedex/enhance/_heuristics.py index 1da0881..678ca2f 100644 --- a/animedex/enhance/_heuristics.py +++ b/animedex/enhance/_heuristics.py @@ -304,8 +304,6 @@ def _romaji_to_katakana(value: str) -> str: return value converted_parts = [] for part in _ROMAJI_TOKEN_RE.findall(value.casefold()): - if not part: - continue if part[0].isalpha() or part[0] == "'": converted = _convert_romaji_token(part) if converted is None: @@ -313,10 +311,7 @@ def _romaji_to_katakana(value: str) -> str: converted_parts.append(converted) else: converted_parts.append(part) - converted = "".join(converted_parts) - if looks_latin(converted): - return value - return converted + return "".join(converted_parts) def _hangul_latin(value: str) -> str: From f3566aec86934f0ba1069824e8729c32637b655d Mon Sep 17 00:00:00 2001 From: narugo1992 Date: Tue, 19 May 2026 18:46:26 +0800 Subject: [PATCH 7/8] dev(narugo1992): refine multilingual enhance evaluation --- animedex/enhance/__init__.py | 32 +- animedex/enhance/_heuristics.py | 7 +- docs/source/_static/gifs/enhance.gif | Bin 189863 -> 188541 bytes test/enhance/test_suggest.py | 5 +- test/entry/test_enhance.py | 3 +- tools/search_eval/eval_mal_cjk100.py | 502 +- .../runs/mal_cjk100_runtime/cells.jsonl | 5306 ++++++++++++++--- .../runs/mal_cjk100_runtime/meta.json | 2 +- .../runs/mal_cjk100_runtime/summary.json | 1383 ++++- .../runs/mal_cjk100_runtime/summary.md | 239 +- tools/search_eval/scoring.py | 28 +- 11 files changed, 6372 insertions(+), 1135 deletions(-) diff --git a/animedex/enhance/__init__.py b/animedex/enhance/__init__.py index 7e972a8..66a97e4 100644 --- a/animedex/enhance/__init__.py +++ b/animedex/enhance/__init__.py @@ -73,7 +73,7 @@ class _TargetProfile: _GENERIC_CLEANUP_IDS = ("nfkc", "jaconv_norm", "lowercase_strip_punct") _JAPANESE_SCRIPT_IDS = ("jaconv_norm", "hira2kata", "kata2hira") -_CHINESE_SCRIPT_IDS = ("zh_simplified", "zh_traditional", "zh_taiwan", "zh_hong_kong") +_CHINESE_SCRIPT_IDS = ("zh_simplified", "zh_traditional") _LATIN_ROMAJI_IDS = ("romaji_to_katakana",) _TARGET_PROFILES: Dict[Tuple[str, str], _TargetProfile] = { @@ -81,41 +81,41 @@ class _TargetProfile: "anime", "anilist", "AniList media search text; titles, native titles, and synonyms are searchable.", - "Raw is usually enough; first-token variants help when long romanized titles carry suffix noise.", - "50-seed eval: raw hit 46/50; first_token rescued 3 raw misses.", - ("first_token",), + "Use raw first; punctuation cleanup and Chinese script folding are the measured low-noise fallbacks.", + "Anime100 multilingual strict eval: raw 265/523, raw+enhance 305/523, strict rescue +40; no Japanese/Hangul romanization rescue was measured.", + (), ), ("anime", "ann"): _TargetProfile( "anime", "ann", "ANN encyclopedia title substring search.", - "ANN is the weakest raw anime search cell; try a compact lead-title query early.", - "50-seed eval: raw hit 9/50; first_token rescued 14 raw misses.", - ("first_token",), + "ANN is the weakest multilingual anime search cell; use exact raw and punctuation cleanup only.", + "Anime100 multilingual strict eval: raw 66/523, raw+enhance 79/523, strict rescue +13; CJK raw mostly returned zero rows.", + (), ), ("anime", "jikan"): _TargetProfile( "anime", "jikan", "Jikan anime search q parameter, backed by MyAnimeList title search.", - "Raw is highly reliable; first-token is only a low-cost fallback for noisy long titles.", - "50-seed eval: raw hit 49/50; first_token rescued 1 raw miss.", - ("first_token",), + "Raw is strong; punctuation cleanup and Chinese script folding cover the measured misses without broad lead-token probes.", + "Anime100 multilingual strict eval: raw 314/523, raw+enhance 327/523, strict rescue +13.", + (), ), ("anime", "kitsu"): _TargetProfile( "anime", "kitsu", "Kitsu anime filter[text] search over title fields.", - "Raw is highly reliable; use first-token only when annotations or subtitles make the query long.", - "50-seed eval: raw hit 48/50; first_token rescued 1 raw miss.", - ("first_token",), + "Raw is good for English and Japanese but weak for Korean and Chinese; use only measured cleanup and script folds.", + "Anime100 multilingual strict eval: raw 231/523, raw+enhance 243/523, strict rescue +12.", + (), ), ("anime", "shikimori"): _TargetProfile( "anime", "shikimori", "Shikimori anime search text accepted by the anonymous REST catalogue.", - "Raw is strong; first-token occasionally helps long romanized titles.", - "50-seed eval: raw hit 46/50; first_token rescued 1 raw miss.", - ("first_token",), + "Raw is strong for English and Japanese; punctuation cleanup and Chinese script folding are the measured fallbacks.", + "Anime100 multilingual strict eval: raw 309/523, raw+enhance 324/523, strict rescue +15.", + (), ), ("manga", "anilist"): _TargetProfile( "manga", diff --git a/animedex/enhance/_heuristics.py b/animedex/enhance/_heuristics.py index 678ca2f..4fe4f28 100644 --- a/animedex/enhance/_heuristics.py +++ b/animedex/enhance/_heuristics.py @@ -255,7 +255,12 @@ def _lowercase_strip_punct(value: str) -> str: def _first_token(value: str) -> str: tokens = [token for token in _TOKEN_BREAK_RE.sub(" ", value).split() if token] - return tokens[0] if tokens else value + if not tokens: + return value + token = tokens[0] + if len(token) < 4: + return value + return token def _opencc_convert(conversion: str, value: str) -> str: diff --git a/docs/source/_static/gifs/enhance.gif b/docs/source/_static/gifs/enhance.gif index 3366afedca3254743fadfaa4d625cc565cc110da..6419ff8b1638d6e6b2aea8992883fedef59c0e33 100644 GIT binary patch literal 188541 zcmeFYXH=67(=|#bp@a~64<2uKGJ5djetr3DB*gd$yfm5x%C-itI5 z6qF7kB7y=c!io3&6u)n$u~ztV?U~s#vu9rh7=0ClqXUHu+3~q72?+@) z89gbt3aNlD8IYBXQGkM!l!94^f?bN5jGUT=g_;Kipl1hCQUHOpG%#&iCMd0d1|67- 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"kitsu", "shikimori"] ann = next(target for target in result.targets if target.source == "ann") - assert any(item.variant_id == "first_token" for item in ann.suggestions) + assert any(item.variant_id == "lowercase_strip_punct" for item in ann.suggestions) + assert not any(item.variant_id == "first_token" for item in ann.suggestions) assert "ANN encyclopedia" in ann.accepts def test_japanese_query_suppresses_generic_latin_fallbacks(self): @@ -170,7 +171,7 @@ def test_suffix_and_empty_token_edges(self): assert variants["raw"].query == "(TV)" assert "strip_parenthetical" not in variants - assert variants["first_token"].query == "TV" + assert "first_token" not in variants punctuation = build_variants("!!!") assert punctuation["raw"].query == "!!!" diff --git a/test/entry/test_enhance.py b/test/entry/test_enhance.py index d8b5c88..beff5ee 100644 --- a/test/entry/test_enhance.py +++ b/test/entry/test_enhance.py @@ -82,7 +82,8 @@ def test_default_tty_output_is_not_json(self, cli_runner, cli, force_tty): assert result.output.startswith("Enhance queries for") assert "anime/ann" in result.output assert "'Bungou Stray Dogs 5th Season'" in result.output - assert "'Bungou'" in result.output + assert "'bungou stray dogs 5th season'" in result.output + assert "'Bungou'" not in result.output assert not result.output.lstrip().startswith("{") def test_japanese_tty_output_is_backend_targeted(self, cli_runner, cli, force_tty): diff --git a/tools/search_eval/eval_mal_cjk100.py b/tools/search_eval/eval_mal_cjk100.py index 6e94686..74a1429 100644 --- a/tools/search_eval/eval_mal_cjk100.py +++ b/tools/search_eval/eval_mal_cjk100.py @@ -1,4 +1,4 @@ -"""Evaluate anime search enhancement on the enriched MAL CJK100 sample set.""" +"""Evaluate anime search enhancement on the enriched MAL multilingual sample set.""" from __future__ import annotations @@ -15,6 +15,7 @@ from animedex.agg._type_routes import call_search_route, search_routes_for from animedex.config import Config from animedex.enhance import suggest +from animedex.enhance.models import EnhanceResult from animedex.models.common import ApiError from tools.search_eval.scoring import score_rows @@ -30,6 +31,7 @@ class Cell: sample_index: int mal_id: int popularity: int + input_lang: str backend: str variant: str query: str @@ -61,6 +63,15 @@ def _latin_alias(sample: dict) -> Optional[str]: return None +def _representative_title(items: Iterable[dict]) -> Optional[str]: + values = _title_entries(items) + if not values: + return None + plain = [value for value in values if not re.search(r"[\[(（]", value)] + candidates = plain or values + return sorted(candidates, key=lambda value: (len(value), value))[0] + + def _title_entries(items: Iterable[dict]) -> List[str]: out: List[str] = [] for item in items or []: @@ -70,18 +81,33 @@ def _title_entries(items: Iterable[dict]) -> List[str]: return out +def input_queries(sample: dict) -> List[Tuple[str, str]]: + """Return representative user input queries split by script/language.""" + candidates = [ + ("ja", sample.get("cjk_title")), + ("zh_cn", _representative_title(sample.get("chinese_titles_cn") or [])), + ("zh_hk_mo", _representative_title(sample.get("chinese_titles_hk_mo") or [])), + ("zh_tw", _representative_title(sample.get("chinese_titles_tw") or [])), + ("ko", _representative_title(sample.get("korean_titles") or [])), + ("en", sample.get("english_title") or _latin_alias(sample)), + ] + out: List[Tuple[str, str]] = [] + for lang, value in candidates: + if value and value.strip(): + out.append((lang, " ".join(value.split()))) + return out + + def variant_queries( - sample: dict, + query: str, backend: str, *, - representative_only: bool = False, runtime_only: bool = False, ) -> List[Tuple[str, str]]: - cjk = sample["cjk_title"] - out: List[Tuple[str, str]] = [("cjk_raw", cjk)] - seen = {cjk} + out: List[Tuple[str, str]] = [("raw", query)] + seen = {query} - result = suggest(cjk, entity_type="anime", source=backend, limit_per_source=20) + result = suggest(query, entity_type="anime", source=backend, limit_per_source=20) for suggestion in result.targets[0].suggestions: q = suggestion.query if q and q not in seen: @@ -91,29 +117,6 @@ def variant_queries( if runtime_only: return out - title_groups = [ - ("known_chinese", _title_entries(sample.get("chinese_titles") or [])), - ("known_chinese_cn", _title_entries(sample.get("chinese_titles_cn") or [])), - ("known_chinese_hk_mo", _title_entries(sample.get("chinese_titles_hk_mo") or [])), - ("known_chinese_tw", _title_entries(sample.get("chinese_titles_tw") or [])), - ("known_korean", _title_entries(sample.get("korean_titles") or [])), - ] - for label, values in title_groups: - cap = 1 if representative_only else 2 - for value in values[:cap]: - if value and value not in seen: - out.append((label, value)) - seen.add(value) - - alias = _latin_alias(sample) - if alias and alias not in seen: - out.append(("known_latin_alias", alias)) - seen.add(alias) - - default = sample.get("default_title") - if default and default not in seen and LATIN_RE.search(default) and not CJK_RE.search(default): - out.append(("known_default_title", default)) - return out @@ -164,7 +167,9 @@ def _read_done(path: Path) -> set: if not line.strip(): continue row = json.loads(line) - done.add((row["sample_index"], row["backend"], row["variant"], row["query"])) + done.add( + (row["sample_index"], row.get("input_lang", "legacy"), row["backend"], row["variant"], row["query"]) + ) return done @@ -179,10 +184,49 @@ def _read_cells(path: Path) -> List[Cell]: return cells +def _read_meta(path: Path) -> dict: + if not path.exists(): + return {} + try: + return json.loads(path.read_text(encoding="utf-8")) + except (json.JSONDecodeError, OSError): + return {} + + +def _current_variant_values() -> dict: + """Return the variant labels emitted by the current runtime for each measured input.""" + payload = json.loads( + Path("tools/search_eval/samples/mal_multilingual_anime100_enriched.json").read_text(encoding="utf-8") + ) + samples = payload["samples"] + backends = [route.backend for route in search_routes_for("anime")] + out = {} + for sample_index, sample in enumerate(samples, 1): + for input_lang, query in input_queries(sample): + for backend in backends: + result: EnhanceResult = suggest(query, entity_type="anime", source=backend, limit_per_source=20) + allowed = {("raw", query)} + for suggestion in result.targets[0].suggestions: + if suggestion.query != query: + allowed.add((f"enhance_{suggestion.variant_id}", suggestion.query)) + out[(sample_index, input_lang, backend)] = allowed + return out + + +def _strict_hit(cell: Cell) -> bool: + """Return whether a stored cell is a strict target hit.""" + return bool(cell.hit and cell.kind in {"id", "title_exact"}) + + def _seed_for(sample: dict) -> dict: aliases = list(dict.fromkeys([sample.get("cjk_title"), *(sample.get("aliases") or [])])) aliases.extend(_title_entries(sample.get("chinese_titles") or [])) + aliases.extend(_title_entries(sample.get("chinese_titles_cn") or [])) + aliases.extend(_title_entries(sample.get("chinese_titles_hk_mo") or [])) + aliases.extend(_title_entries(sample.get("chinese_titles_tw") or [])) aliases.extend(_title_entries(sample.get("korean_titles") or [])) + aliases.extend(sample.get("latin_titles") or []) + aliases.extend([sample.get("english_title"), sample.get("default_title")]) return { "query": sample["cjk_title"], "aliases": [value for value in dict.fromkeys(aliases) if value], @@ -196,69 +240,77 @@ def evaluate(args) -> Path: out_dir = Path(args.out) out_dir.mkdir(parents=True, exist_ok=True) cells_path = out_dir / "cells.jsonl" + if args.report_only: + existing_meta = _read_meta(out_dir / "meta.json") + proxy_used = bool(existing_meta.get("proxy_used", args.proxy_used)) + elapsed = float(existing_meta.get("elapsed_seconds", 0.0) or 0.0) + write_reports(cells_path, samples, out_dir, proxy_used=proxy_used, elapsed=elapsed) + return out_dir done = _read_done(cells_path) if args.resume else set() proxy_used = _install_proxy_from_env() routes = [route for route in search_routes_for("anime") if not args.backends or route.backend in args.backends] - config = Config(rate="slow", timeout_seconds=args.timeout) + config = Config(rate=args.rate, timeout_seconds=args.timeout) started = time.time() total_planned = 0 total_done = len(done) - print(f"proxy: {'yes' if proxy_used else 'no'}") - print(f"samples: {len(samples)} routes: {[route.backend for route in routes]}") + print(f"proxy: {'yes' if proxy_used else 'no'}", flush=True) + print(f"samples: {len(samples)} routes: {[route.backend for route in routes]}", flush=True) for si, sample in enumerate(samples, 1): seed = _seed_for(sample) + sample_inputs = input_queries(sample) for route in routes: - variants = variant_queries( - sample, - route.backend, - representative_only=args.representative_only, - runtime_only=args.runtime_only, - ) - total_planned += len(variants) - for label, query in variants: - key = (si, route.backend, label, query) - if key in done: - continue - t0 = time.perf_counter() - rows = [] - err = None - try: - rows = call_search_route(route, query=query, limit=args.limit, config=config, no_cache=True) - except ApiError as exc: - err = f"{exc.reason}: {exc}" - except Exception as exc: # noqa: BLE001 - err = f"{type(exc).__name__}: {exc}" - elapsed = (time.perf_counter() - t0) * 1000 - rows = list(rows or []) - score = score_rows(rows, seed, route.backend) if rows else {"position": None, "kind": ""} - top_titles = [] - top_ids = [] - for raw in rows[:3]: - dumped = raw.model_dump(mode="json", by_alias=True) if hasattr(raw, "model_dump") else raw - if isinstance(dumped, dict): - top_titles.extend(_row_titles(dumped)[:3]) - top_ids.append(dumped.get("id") or dumped.get("mal_id")) - cell = Cell( - sample_index=si, - mal_id=sample["mal_id"], - popularity=sample["popularity"], - backend=route.backend, - variant=label, - query=query, - hit=bool(score.get("kind")), - position=score.get("position"), - kind=score.get("kind") or "", - n_returned=len(rows), - duration_ms=round(elapsed, 1), - error=err, - top_titles=list(dict.fromkeys(top_titles))[:8], - top_ids=top_ids, - ) - _write_cell(cells_path, cell) - total_done += 1 - if total_done % args.progress_every == 0: - print(f"done cells={total_done} sample={si}/{len(samples)} elapsed={time.time() - started:.1f}s") + for input_lang, input_query in sample_inputs: + variants = variant_queries(input_query, route.backend, runtime_only=args.runtime_only) + total_planned += len(variants) + for label, query in variants: + key = (si, input_lang, route.backend, label, query) + if key in done: + continue + t0 = time.perf_counter() + rows = [] + err = None + try: + rows = call_search_route(route, query=query, limit=args.limit, config=config, no_cache=True) + except ApiError as exc: + err = f"{exc.reason}: {exc}" + except Exception as exc: # noqa: BLE001 + err = f"{type(exc).__name__}: {exc}" + elapsed = (time.perf_counter() - t0) * 1000 + rows = list(rows or []) + score = score_rows(rows, seed, route.backend) if rows else {"position": None, "kind": ""} + top_titles = [] + top_ids = [] + for raw in rows[:3]: + dumped = raw.model_dump(mode="json", by_alias=True) if hasattr(raw, "model_dump") else raw + if isinstance(dumped, dict): + top_titles.extend(_row_titles(dumped)[:3]) + top_ids.append(dumped.get("id") or dumped.get("mal_id")) + cell = Cell( + sample_index=si, + mal_id=sample["mal_id"], + popularity=sample["popularity"], + input_lang=input_lang, + backend=route.backend, + variant=label, + query=query, + hit=bool(score.get("kind")), + position=score.get("position"), + kind=score.get("kind") or "", + n_returned=len(rows), + duration_ms=round(elapsed, 1), + error=err, + top_titles=list(dict.fromkeys(top_titles))[:8], + top_ids=top_ids, + ) + _write_cell(cells_path, cell) + total_done += 1 + if total_done % args.progress_every == 0: + print( + f"done cells={total_done} sample={si}/{len(samples)} " + f"input={input_lang} elapsed={time.time() - started:.1f}s", + flush=True, + ) write_reports(cells_path, samples, out_dir, proxy_used=proxy_used, elapsed=time.time() - started) return out_dir @@ -266,12 +318,12 @@ def evaluate(args) -> Path: def _rates(cells: List[Cell]) -> dict: buckets = defaultdict(lambda: {"n": 0, "hits": 0, "errors": 0, "top1": 0}) for cell in cells: - key = (cell.backend, cell.variant) + key = (cell.input_lang, cell.backend, cell.variant) bucket = buckets[key] bucket["n"] += 1 if cell.error: bucket["errors"] += 1 - if cell.hit: + if _strict_hit(cell): bucket["hits"] += 1 if cell.position == 0: bucket["top1"] += 1 @@ -286,125 +338,259 @@ def _rates(cells: List[Cell]) -> dict: def _rescue(cells: List[Cell]) -> dict: - by_sample_backend = defaultdict(list) + by_sample_input_backend = defaultdict(list) + for cell in cells: + by_sample_input_backend[(cell.sample_index, cell.input_lang, cell.backend)].append(cell) + out = {} + for input_lang in sorted({cell.input_lang for cell in cells}): + out[input_lang] = {} + for backend in sorted({cell.backend for cell in cells}): + stats = { + "n": 0, + "raw_hit": 0, + "raw_top1": 0, + "raw_zero": 0, + "enhance_any_hit": 0, + "enhance_top1": 0, + "enhance_rescues": 0, + "zero_rescues": 0, + "enhance_zero": 0, + "enhance_harmed": 0, + "raw_hit_rate": 0.0, + "enhance_any_hit_rate": 0.0, + "rescue_rate": 0.0, + } + for (_sample_index, group_lang, group_backend), group in by_sample_input_backend.items(): + if group_lang != input_lang or group_backend != backend: + continue + stats["n"] += 1 + raw_cells = [cell for cell in group if cell.variant == "raw"] + enhance_cells = [cell for cell in group if cell.variant.startswith("enhance_")] + raw_hit = any(_strict_hit(cell) for cell in raw_cells) + raw_top1 = any(_strict_hit(cell) and cell.position == 0 for cell in raw_cells) + raw_zero = bool(raw_cells) and all(not cell.error and cell.n_returned == 0 for cell in raw_cells) + enhance_hit = any(_strict_hit(cell) for cell in enhance_cells) + enhance_top1 = raw_top1 or any(_strict_hit(cell) and cell.position == 0 for cell in enhance_cells) + any_hit = raw_hit or enhance_hit + any_zero = bool(raw_cells or enhance_cells) and all( + not cell.error and cell.n_returned == 0 for cell in [*raw_cells, *enhance_cells] + ) + if raw_hit: + stats["raw_hit"] += 1 + if raw_top1: + stats["raw_top1"] += 1 + if raw_zero: + stats["raw_zero"] += 1 + if any_hit: + stats["enhance_any_hit"] += 1 + if enhance_top1: + stats["enhance_top1"] += 1 + if not raw_hit and enhance_hit: + stats["enhance_rescues"] += 1 + if raw_zero: + stats["zero_rescues"] += 1 + if raw_hit and not any_hit: + stats["enhance_harmed"] += 1 + if any_zero: + stats["enhance_zero"] += 1 + n = stats["n"] or 1 + raw_misses = max(stats["n"] - stats["raw_hit"], 1) + stats["raw_hit_rate"] = round(stats["raw_hit"] / n, 3) + stats["enhance_any_hit_rate"] = round(stats["enhance_any_hit"] / n, 3) + stats["rescue_rate"] = round(stats["enhance_rescues"] / raw_misses, 3) + out[input_lang][backend] = stats + return out + + +def _overall_rescue(cells: List[Cell]) -> dict: + by_sample_input_backend = defaultdict(list) for cell in cells: - by_sample_backend[(cell.sample_index, cell.backend)].append(cell) + by_sample_input_backend[(cell.sample_index, cell.input_lang, cell.backend)].append(cell) out = {} for backend in sorted({cell.backend for cell in cells}): stats = { "n": 0, "raw_hit": 0, "enhance_any_hit": 0, - "known_chinese_any_hit": 0, - "known_korean_any_hit": 0, - "known_latin_any_hit": 0, "enhance_rescues": 0, - "known_chinese_rescues": 0, - "known_korean_rescues": 0, - "known_latin_rescues": 0, + "zero_rescues": 0, + "raw_zero": 0, + "enhance_zero": 0, } - for (sample_index, group_backend), group in by_sample_backend.items(): + for (_sample_index, _input_lang, group_backend), group in by_sample_input_backend.items(): if group_backend != backend: continue stats["n"] += 1 - raw_hit = any(cell.variant == "cjk_raw" and cell.hit for cell in group) - enhance_hit = any( - cell.variant.startswith("enhance_") and cell.variant != "enhance_raw" and cell.hit for cell in group - ) - zh_hit = any(cell.variant == "known_chinese" and cell.hit for cell in group) - ko_hit = any(cell.variant == "known_korean" and cell.hit for cell in group) - latin_hit = any( - cell.hit and (cell.variant.startswith("known_latin") or cell.variant == "known_default_title") - for cell in group + raw_cells = [cell for cell in group if cell.variant == "raw"] + enhance_cells = [cell for cell in group if cell.variant.startswith("enhance_")] + raw_hit = any(_strict_hit(cell) for cell in raw_cells) + enhance_hit = any(_strict_hit(cell) for cell in enhance_cells) + raw_zero = bool(raw_cells) and all(not cell.error and cell.n_returned == 0 for cell in raw_cells) + enhance_zero = bool(raw_cells or enhance_cells) and all( + not cell.error and cell.n_returned == 0 for cell in [*raw_cells, *enhance_cells] ) if raw_hit: stats["raw_hit"] += 1 if raw_hit or enhance_hit: stats["enhance_any_hit"] += 1 - if raw_hit or zh_hit: - stats["known_chinese_any_hit"] += 1 - if raw_hit or ko_hit: - stats["known_korean_any_hit"] += 1 - if raw_hit or latin_hit: - stats["known_latin_any_hit"] += 1 if not raw_hit and enhance_hit: stats["enhance_rescues"] += 1 - if not raw_hit and zh_hit: - stats["known_chinese_rescues"] += 1 - if not raw_hit and ko_hit: - stats["known_korean_rescues"] += 1 - if not raw_hit and latin_hit: - stats["known_latin_rescues"] += 1 + if raw_zero: + stats["zero_rescues"] += 1 + if raw_zero: + stats["raw_zero"] += 1 + if enhance_zero: + stats["enhance_zero"] += 1 out[backend] = stats return out +def _variant_rescue(cells: List[Cell]) -> dict: + """Count strict raw-miss rescues by input/backend/variant.""" + by_sample_input_backend = defaultdict(list) + for cell in cells: + by_sample_input_backend[(cell.sample_index, cell.input_lang, cell.backend)].append(cell) + out = defaultdict(lambda: {"rescues": 0}) + for (_sample_index, input_lang, backend), group in by_sample_input_backend.items(): + raw_cells = [cell for cell in group if cell.variant == "raw"] + enhance_cells = [cell for cell in group if cell.variant.startswith("enhance_")] + if not raw_cells or any(_strict_hit(cell) for cell in raw_cells): + continue + for cell in enhance_cells: + if _strict_hit(cell): + out[f"{input_lang}|{backend}|{cell.variant}"]["rescues"] += 1 + return dict(sorted(out.items())) + + +def _findings(overall: dict, rescue: dict, variant_rescue: dict) -> List[str]: + """Render compact measured conclusions for the current runtime.""" + raw_zero = sum(stats["raw_zero"] for stats in overall.values()) + zero_rescues = sum(stats["zero_rescues"] for stats in overall.values()) + lines = [ + "", + "## Findings", + "", + "* English improvement is mostly punctuation and case cleanup. The current runtime rescues raw misses via `enhance_lowercase_strip_punct` on every measured backend; broad lead-token probes are intentionally excluded from this report.", + "* Chinese improvement is directional and backend-specific. Simplified input is helped mainly by `zh_traditional`; Traditional/Hong Kong/Macau/Taiwan input is helped mainly by `zh_simplified`, with AniList showing the largest rescue counts.", + "* Japanese kana input is not mixed into generic Han transliteration. Pure-Han Japanese titles are script-ambiguous at runtime and may receive Chinese script folds, but those variants produced no strict Japanese raw-miss rescues.", + "* Korean input remains weak across the measured anime backends. The current runtime keeps Korean anime suggestions to raw because deterministic Hangul romanization did not prove a reliable strict raw-miss rescue path in this run.", + f"* Hit-zero improvement is limited and measurable: {zero_rescues}/{raw_zero} raw zero-return cells were rescued by current runtime variants. ANN is the main remaining low-recall cell, and adding more CJK transliteration mostly added noise rather than targeted successful queries.", + "", + "## Strict Rescue By Variant", + "", + "| input | backend | variant | strict rescues |", + "|---|---|---|---:|", + ] + if variant_rescue: + for key, stats in variant_rescue.items(): + input_lang, backend, variant = key.split("|", 2) + lines.append(f"| `{input_lang}` | `{backend}` | `{variant}` | {stats['rescues']} |") + else: + lines.append("| n/a | n/a | n/a | 0 |") + return lines + + def write_reports(cells_path: Path, samples: List[dict], out_dir: Path, *, proxy_used: bool, elapsed: float) -> None: - cells = _read_cells(cells_path) + all_cells = _read_cells(cells_path) + if all_cells and all(cell.variant in {"raw"} or cell.variant.startswith("enhance_") for cell in all_cells): + current_values = _current_variant_values() + cells = [ + cell + for cell in all_cells + if (cell.variant, cell.query) + in current_values.get((cell.sample_index, cell.input_lang, cell.backend), set()) + ] + else: + cells = all_cells rates = _rates(cells) rescue = _rescue(cells) - has_known_alias_cells = any(cell.variant.startswith("known_") for cell in cells) + overall = _overall_rescue(cells) + variant_rescue = _variant_rescue(cells) + input_counts = defaultdict(int) + for sample in samples: + for input_lang, _query in input_queries(sample): + input_counts[input_lang] += 1 lines = [ - "# MAL CJK100 Search Enhancement Evaluation", + "# MAL Multilingual Anime100 Search Enhancement Evaluation", "", f"- samples: {len(samples)}", f"- cells: {len(cells)}", f"- proxy used: {proxy_used}", - "- baseline query: sample CJK title from MAL/Jikan", - "- rule hit: MAL/Jikan ID where available, otherwise known title/alias match", - "- variant set: current runtime enhance output only" - if not has_known_alias_cells - else "- variant set: current enhance output plus known source-backed aliases", + "- input languages: ja, zh_cn, zh_hk_mo, zh_tw, ko, en", + "- baseline query: the representative real title for that input language; CJK scripts are not merged", + "- strict hit: backend ID match or exact known title/alias match; substring-only matches are excluded from rescue metrics", + "- raw hit: the unmodified input query found the target under the strict-hit rule", + "- raw + enhance hit: raw or any current runtime enhance suggestion found the target under the strict-hit rule", + "- enhance rescue: raw missed but at least one current runtime enhance suggestion found the target under the strict-hit rule", + "- zero rescue: raw returned no rows, and at least one current runtime enhance suggestion found the target under the strict-hit rule", + "- rescue rate: enhance rescues divided by raw misses for that row", + "- zero returned: upstream returned no rows, distinct from returning wrong rows", + "- variant set: current runtime enhance output only; known aliases are used only for scoring the returned rows", "", - "## Backend Rescue", + "## Overall Backend Rescue", "", + "| backend | cells | raw hit | raw zero | raw + enhance hit | enhance rescue | zero rescue | rescue rate | enhance zero |", + "|---|---:|---:|---:|---:|---:|---:|---:|---:|", ] - if has_known_alias_cells: - lines.extend( - [ - "| backend | samples | CJK raw hit | raw + current enhance hit | current enhance rescue | raw + zh hit | zh rescue | raw + ko hit | ko rescue | raw + Latin hit | Latin rescue |", - "|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|", - ] - ) - else: - lines.extend( - [ - "| backend | samples | CJK raw hit | raw + current enhance hit | current enhance rescue |", - "|---|---:|---:|---:|---:|", - ] - ) - for backend, stats in rescue.items(): + for backend, stats in overall.items(): n = stats["n"] or 1 - prefix = ( + raw_misses = max(stats["n"] - stats["raw_hit"], 1) + lines.append( f"| `{backend}` | {stats['n']} | {stats['raw_hit']} ({stats['raw_hit'] / n:.0%}) | " - f"{stats['enhance_any_hit']} ({stats['enhance_any_hit'] / n:.0%}) | +{stats['enhance_rescues']} |" + f"{stats['raw_zero']} | {stats['enhance_any_hit']} ({stats['enhance_any_hit'] / n:.0%}) | " + f"+{stats['enhance_rescues']} | +{stats['zero_rescues']} | " + f"{stats['enhance_rescues'] / raw_misses:.0%} | {stats['enhance_zero']} |" ) - if has_known_alias_cells: + lines.extend(_findings(overall, rescue, variant_rescue)) + lines.extend( + [ + "", + "## Language Matrix", + "", + "| input | backend | samples | raw hit | raw top1 | raw zero | raw + enhance hit | enhance top1 | enhance rescue | zero rescue | rescue rate | enhance zero |", + "|---|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|", + ] + ) + for input_lang in sorted(rescue): + for backend, stats in rescue[input_lang].items(): + n = stats["n"] or 1 + raw_misses = max(stats["n"] - stats["raw_hit"], 1) lines.append( - f"{prefix[:-1]} " - f"{stats['known_chinese_any_hit']} ({stats['known_chinese_any_hit'] / n:.0%}) | +{stats['known_chinese_rescues']} | " - f"{stats['known_korean_any_hit']} ({stats['known_korean_any_hit'] / n:.0%}) | +{stats['known_korean_rescues']} | " - f"{stats['known_latin_any_hit']} ({stats['known_latin_any_hit'] / n:.0%}) | +{stats['known_latin_rescues']} |" + f"| `{input_lang}` | `{backend}` | {stats['n']} | " + f"{stats['raw_hit']} ({stats['raw_hit'] / n:.0%}) | {stats['raw_top1']} | {stats['raw_zero']} | " + f"{stats['enhance_any_hit']} ({stats['enhance_any_hit'] / n:.0%}) | {stats['enhance_top1']} | " + f"+{stats['enhance_rescues']} | +{stats['zero_rescues']} | " + f"{stats['enhance_rescues'] / raw_misses:.0%} | " + f"{stats['enhance_zero']} |" ) - else: - lines.append(prefix) lines.extend( [ "", "## Variant Hit Rates", "", - "| backend | variant | n | hits | hit rate | top1 | errors |", - "|---|---|---:|---:|---:|---:|---:|", + "| input | backend | variant | n | hits | hit rate | top1 | errors |", + "|---|---|---|---:|---:|---:|---:|---:|", ] ) for key, stats in rates.items(): - backend, variant = key.split("|", 1) + input_lang, backend, variant = key.split("|", 2) lines.append( - f"| `{backend}` | `{variant}` | {stats['n']} | {stats['hits']} | " + f"| `{input_lang}` | `{backend}` | `{variant}` | {stats['n']} | {stats['hits']} | " f"{stats['hit_rate']:.0%} | {stats['top1']} | {stats['errors']} |" ) (out_dir / "summary.json").write_text( - json.dumps({"rates": rates, "rescue": rescue}, ensure_ascii=False, indent=2) + "\n", + json.dumps( + { + "input_counts": dict(sorted(input_counts.items())), + "rates": rates, + "rescue": rescue, + "overall": overall, + "variant_rescue": variant_rescue, + }, + ensure_ascii=False, + indent=2, + ) + + "\n", encoding="utf-8", ) (out_dir / "summary.md").write_text("\n".join(lines) + "\n", encoding="utf-8") @@ -413,8 +599,8 @@ def write_reports(cells_path: Path, samples: List[dict], out_dir: Path, *, proxy + "\n", encoding="utf-8", ) - print("\n".join(lines[:24])) - print(f"wrote {out_dir}") + print("\n".join(lines[:24]), flush=True) + print(f"wrote {out_dir}", flush=True) def main() -> None: @@ -423,12 +609,14 @@ def main() -> None: parser.add_argument("--out", default="tools/search_eval/runs/mal_cjk100_current") parser.add_argument("--limit", type=int, default=10) parser.add_argument("--timeout", type=float, default=8.0) + parser.add_argument("--rate", choices=("normal", "slow"), default="normal") parser.add_argument("--max-samples", type=int, default=100) parser.add_argument("--backend", dest="backends", action="append") parser.add_argument("--progress-every", type=int, default=25) parser.add_argument("--resume", action="store_true") - parser.add_argument("--representative-only", action="store_true") parser.add_argument("--runtime-only", action="store_true") + parser.add_argument("--report-only", action="store_true") + parser.add_argument("--proxy-used", action="store_true") args = parser.parse_args() evaluate(args) diff --git a/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl b/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl index 1f0bf67..5858710 100644 --- a/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl +++ b/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl @@ -1,746 +1,4560 @@ -{"sample_index": 1, "mal_id": 16498, "popularity": 1, "backend": "anilist", "variant": "cjk_raw", "query": "進撃の巨人", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 412.2, "error": null, "top_titles": ["Shingeki no Kyojin", "Attack on Titan", "進撃の巨人", "Shingeki no Kyojin: The Final Season", "Attack on Titan Final Season", "進撃の巨人 The Final Season", "Shingeki no Kyojin OVA", "Attack on Titan OVA"], "top_ids": [16498, 110277, 18397]} -{"sample_index": 2, "mal_id": 1535, "popularity": 2, "backend": "anilist", "variant": "cjk_raw", "query": "デスノート", "hit": true, "position": 0, "kind": "id", "n_returned": 1, "duration_ms": 1517.2, "error": null, "top_titles": ["DEATH NOTE", "Death Note"], "top_ids": [1535]} -{"sample_index": 2, "mal_id": 1535, "popularity": 2, "backend": "anilist", "variant": "enhance_kata2hira", "query": "ですのーと", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 1851.3, "error": null, "top_titles": [], "top_ids": []} -{"sample_index": 3, "mal_id": 5114, "popularity": 3, "backend": "anilist", "variant": "cjk_raw", "query": "鋼の錬金術師 FULLMETAL ALCHEMIST", "hit": true, "position": 0, "kind": "id", "n_returned": 3, "duration_ms": 442.5, "error": null, "top_titles": ["Hagane no Renkinjutsushi: FULLMETAL ALCHEMIST", "Fullmetal Alchemist: Brotherhood", "鋼の錬金術師 FULLMETAL ALCHEMIST", "Hagane no Renkinjutsushi: FULLMETAL ALCHEMIST Mihousou Episode", "Fullmetal Alchemist: Brotherhood OVA Collection", "鋼の錬金術師 FULLMETAL ALCHEMIST 未放送エピソード", "Hagane no Renkinjutsushi: FULLMETAL ALCHEMIST - Arakawa Hiromu Kaki Oroshi 4-koma Gekijou", "Fullmetal Alchemist: Brotherhood: 4-Koma Theater"], "top_ids": [5114, 6421, 7902]} -{"sample_index": 4, "mal_id": 30276, "popularity": 4, "backend": "anilist", "variant": "cjk_raw", "query": "ワンパンマン", "hit": true, "position": 0, "kind": "id", "n_returned": 8, "duration_ms": 587.8, "error": null, "top_titles": ["One Punch Man", "One-Punch Man", "ワンパンマン", "One Punch Man 3", "One-Punch Man Season 3", "ワンパンマン３", "One Punch Man 2", "One-Punch Man Season 2"], "top_ids": [21087, 153800, 97668]} -{"sample_index": 4, "mal_id": 30276, "popularity": 4, "backend": "anilist", "variant": "enhance_kata2hira", "query": "わんぱんまん", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 447.7, "error": null, "top_titles": [], "top_ids": []} -{"sample_index": 5, "mal_id": 38000, "popularity": 5, "backend": "anilist", "variant": "cjk_raw", "query": "鬼滅の刃", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 528.2, "error": null, "top_titles": ["Kimetsu no Yaiba", "Demon Slayer: Kimetsu no Yaiba", "鬼滅の刃", "Kimetsu no Yaiba: Yuukaku-hen", "Demon Slayer: Kimetsu no Yaiba Entertainment District Arc", "鬼滅の刃 遊郭編", "Kimetsu no Yaiba: Hashira Geiko-hen", "Demon Slayer: Kimetsu no Yaiba Hashira Training Arc"], "top_ids": [101922, 142329, 166240]} -{"sample_index": 6, "mal_id": 31964, "popularity": 6, "backend": "anilist", "variant": "cjk_raw", "query": "僕のヒーローアカデミア", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 535.9, "error": null, "top_titles": ["Boku no Hero Academia", "My Hero Academia", "僕のヒーローアカデミア", "Boku no Hero Academia 4", "My Hero Academia Season 4", "僕のヒーローアカデミア４", "Boku no Hero Academia 2", "My Hero Academia Season 2"], "top_ids": [21459, 104276, 21856]} -{"sample_index": 7, "mal_id": 11757, "popularity": 7, "backend": "anilist", "variant": "cjk_raw", "query": "ソードアート・オンライン", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 484.7, "error": null, "top_titles": ["Sword Art Online", "ソードアート・オンライン", "Sword Art Online II", "ソードアート・オンライン II", "Sword Art Online: Alicization", "ソードアート・オンライン アリシゼーション"], "top_ids": [11757, 20594, 100182]} -{"sample_index": 7, "mal_id": 11757, "popularity": 7, "backend": "anilist", "variant": "enhance_kata2hira", "query": "そーどあーと・おんらいん", "hit": false, "position": null, "kind": "", "n_returned": 3, "duration_ms": 926.4, "error": null, "top_titles": ["Sword Art Offline", "Sword Art OFFline", "そーどあーと・おふらいん", "Sword Art Offline II", "そーどあーと・おふらいん つー", "Sword Art Offline: Extra Edition", "そーどあーと・おふらいん Extra Edition"], "top_ids": [16099, 21155, 20895]} -{"sample_index": 8, "mal_id": 11061, "popularity": 8, "backend": "anilist", "variant": "cjk_raw", "query": "HUNTER×HUNTER（ハンター×ハンター）", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 794.0, "error": null, "top_titles": [], "top_ids": []} -{"sample_index": 8, "mal_id": 11061, "popularity": 8, "backend": "anilist", "variant": "enhance_kata2hira", "query": "HUNTER×HUNTER（はんたー×はんたー）", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 407.6, "error": null, "top_titles": [], "top_ids": []} -{"sample_index": 9, "mal_id": 20, "popularity": 9, "backend": "anilist", "variant": "cjk_raw", "query": "ナルト", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 1515.8, "error": null, "top_titles": ["NARUTO", "Naruto", "NARUTO -ナルト-", "NARUTO: THE CROSS ROADS", "NARUTO -ナルト- THE CROSS ROADS", "NARUTO: Shippuuden", "Naruto: Shippuden", "NARUTO -ナルト- 疾風伝"], "top_ids": [20, 7367, 1735]} -{"sample_index": 9, "mal_id": 20, "popularity": 9, "backend": "anilist", "variant": "enhance_kata2hira", "query": "なると", "hit": true, "position": 0, "kind": "title_substring", "n_returned": 7, "duration_ms": 1070.2, "error": null, "top_titles": ["Choconaruto", "ちょこなると", "Shikoyaka naru Toki mo Hameru Toki mo", "シコやかなるときもハメるときも", "Furusato no Nai Aki", "ふるさとのない秋"], "top_ids": [204479, 123845, 140357]} -{"sample_index": 10, "mal_id": 22319, "popularity": 10, "backend": "anilist", "variant": "cjk_raw", "query": "東京喰種-トーキョーグール-", "hit": true, "position": 2, "kind": "id", "n_returned": 6, "duration_ms": 466.2, "error": null, "top_titles": ["Tokyo Ghoul:re", "東京喰種-トーキョーグール-:re", "Tokyo Ghoul:re 2", "東京喰種-トーキョーグール-:re 2", "Tokyo Ghoul", "東京喰種 トーキョーグール"], "top_ids": [100240, 102351, 20605]} -{"sample_index": 11, "mal_id": 40748, "popularity": 11, "backend": "anilist", "variant": "cjk_raw", "query": "呪術廻戦", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 1876.3, "error": null, "top_titles": ["Jujutsu Kaisen", "JUJUTSU KAISEN", "呪術廻戦", "Jujutsu Kaisen 0", "JUJUTSU KAISEN 0", "呪術廻戦 0", "Jujutsu Kaisen Modulo PV", "呪術廻戦≡ PV"], "top_ids": [113415, 131573, 211607]} -{"sample_index": 11, "mal_id": 40748, "popularity": 11, "backend": "anilist", "variant": "enhance_zh_simplified", "query": "呪术廻戦", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 1119.6, "error": null, "top_titles": [], "top_ids": []} -{"sample_index": 12, "mal_id": 32281, "popularity": 12, "backend": "anilist", "variant": "cjk_raw", "query": "君の名は。", "hit": true, "position": 0, "kind": "id", "n_returned": 2, "duration_ms": 494.3, "error": null, "top_titles": ["Kimi no Na wa.", "Your Name.", "君の名は。", "Kimi no Mana wa Rina Witch", "Your Magical Name is Rina Witch", "君の魔名はリナ・ウィッチ"], "top_ids": [21519, 97775]} -{"sample_index": 13, "mal_id": 25777, "popularity": 13, "backend": "anilist", "variant": "cjk_raw", "query": "進撃の巨人 Season2", "hit": true, "position": 2, "kind": "title_substring", "n_returned": 4, "duration_ms": 1074.2, "error": null, "top_titles": ["Shingeki no Kyojin: The Final Season Part 2", "Attack on Titan Final Season Part 2", "進撃の巨人 The Final Season Part 2", "Shingeki no Kyojin Season 3 Part 2", "Attack on Titan Season 3 Part 2", "進撃の巨人 Season３ Part.2", "Shingeki no Kyojin Season 2: Kakusei no Houkou", "Attack on Titan: The Roar of Awakening"], "top_ids": [131681, 104578, 100465]} -{"sample_index": 14, "mal_id": 1735, "popularity": 15, "backend": "anilist", "variant": "cjk_raw", "query": "-ナルト- 疾風伝", "hit": 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"mal_id": 26243, "popularity": 103, "input_lang": "en", "backend": "ann", "variant": "enhance_lowercase_strip_punct", "query": "seraph of the end vampire reign", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 3280.0, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 100, "mal_id": 52991, "popularity": 104, "input_lang": "ja", "backend": "ann", "variant": "raw", "query": "葬送のフリーレン", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 7124.8, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 100, "mal_id": 52991, "popularity": 104, "input_lang": "zh_hk_mo", "backend": "ann", "variant": "raw", "query": "葬送的芙莉蓮", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 2990.9, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 100, "mal_id": 52991, "popularity": 104, "input_lang": "zh_tw", "backend": "ann", "variant": "raw", "query": "葬送的芙莉蓮", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 3137.4, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 100, "mal_id": 52991, "popularity": 104, "input_lang": "ko", "backend": "ann", "variant": "raw", "query": "장송의 프리렌", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 5325.2, "error": null, "top_titles": [], "top_ids": []} +{"sample_index": 100, "mal_id": 52991, "popularity": 104, "input_lang": "en", "backend": "ann", "variant": "raw", "query": "Frieren: Beyond Journey's End", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 3, "duration_ms": 6970.0, "error": null, "top_titles": ["Frieren: Beyond Journey's End", "Tsukasa Abe", "Kanehito Yamada", "Tomoya Kitagawa", "Tomohiro Suzuki", "Keiichirō Saitō"], "top_ids": ["38838", "33628", "26334"]} +{"sample_index": 100, "mal_id": 52991, "popularity": 104, "input_lang": "en", "backend": "ann", "variant": "enhance_lowercase_strip_punct", "query": "frieren beyond journey s end", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 3998.8, "error": null, "top_titles": [], "top_ids": []} diff --git a/tools/search_eval/runs/mal_cjk100_runtime/meta.json b/tools/search_eval/runs/mal_cjk100_runtime/meta.json index 778429c..c2aa0aa 100644 --- a/tools/search_eval/runs/mal_cjk100_runtime/meta.json +++ b/tools/search_eval/runs/mal_cjk100_runtime/meta.json @@ -1,4 +1,4 @@ { - "elapsed_seconds": 233.0, + "elapsed_seconds": 5026.2, "proxy_used": true } diff --git a/tools/search_eval/runs/mal_cjk100_runtime/summary.json b/tools/search_eval/runs/mal_cjk100_runtime/summary.json index b24fc77..93cbc35 100644 --- a/tools/search_eval/runs/mal_cjk100_runtime/summary.json +++ b/tools/search_eval/runs/mal_cjk100_runtime/summary.json @@ -1,70 +1,174 @@ { + "input_counts": { + "en": 100, + "ja": 100, + "ko": 100, + "zh_cn": 89, + "zh_hk_mo": 54, + "zh_tw": 80 + }, "rates": { - "anilist|cjk_raw": { + "en|anilist|enhance_lowercase_strip_punct": { "n": 100, - "hits": 19, - "errors": 78, + "hits": 92, + "errors": 4, + "top1": 88, + "hit_rate": 0.958, + "top1_rate": 0.917 + }, + "en|anilist|enhance_romaji_to_katakana": { + "n": 11, + "hits": 4, + "errors": 0, + "top1": 4, + "hit_rate": 0.364, + "top1_rate": 0.364 + }, + "en|anilist|raw": { + "n": 100, + "hits": 91, + "errors": 7, + "top1": 87, + "hit_rate": 0.978, + "top1_rate": 0.935 + }, + "en|ann|enhance_lowercase_strip_punct": { + "n": 100, + "hits": 47, + "errors": 18, "top1": 16, - "hit_rate": 0.864, - "top1_rate": 0.727 + "hit_rate": 0.573, + "top1_rate": 0.195 + }, + "en|ann|raw": { + "n": 100, + "hits": 61, + "errors": 20, + "top1": 25, + "hit_rate": 0.762, + "top1_rate": 0.312 + }, + "en|jikan|enhance_lowercase_strip_punct": { + "n": 100, + "hits": 94, + "errors": 6, + "top1": 92, + "hit_rate": 1.0, + "top1_rate": 0.979 + }, + "en|jikan|enhance_romaji_to_katakana": { + "n": 11, + "hits": 6, + "errors": 0, + "top1": 4, + "hit_rate": 0.545, + "top1_rate": 0.364 + }, + "en|jikan|raw": 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1, "hits": 0, - "errors": 1, + "errors": 0, "top1": 0, "hit_rate": 0.0, "top1_rate": 0.0 }, - "anilist|enhance_jaconv_norm": { + "ja|anilist|enhance_jaconv_norm": { "n": 3, "hits": 0, - "errors": 3, + "errors": 0, "top1": 0, "hit_rate": 0.0, "top1_rate": 0.0 }, - "anilist|enhance_kata2hira": { + "ja|anilist|enhance_kata2hira": { "n": 37, - "hits": 1, - "errors": 31, - "top1": 1, - "hit_rate": 0.167, - "top1_rate": 0.167 - }, - "anilist|enhance_raw": { - "n": 1, "hits": 0, - "errors": 1, + "errors": 5, "top1": 0, "hit_rate": 0.0, "top1_rate": 0.0 }, - "anilist|enhance_zh_simplified": { + "ja|anilist|enhance_zh_simplified": { "n": 7, - "hits": 0, - "errors": 6, - "top1": 0, - "hit_rate": 0.0, - "top1_rate": 0.0 + "hits": 2, + "errors": 1, + "top1": 2, + "hit_rate": 0.333, + "top1_rate": 0.333 }, - "anilist|enhance_zh_traditional": { + "ja|anilist|enhance_zh_traditional": { "n": 2, "hits": 0, - "errors": 2, + "errors": 0, "top1": 0, "hit_rate": 0.0, "top1_rate": 0.0 }, - "ann|cjk_raw": { + "ja|anilist|raw": { "n": 100, - "hits": 0, - "errors": 0, - "top1": 0, - "hit_rate": 0.0, - "top1_rate": 0.0 + "hits": 88, + "errors": 4, + "top1": 80, + "hit_rate": 0.917, + "top1_rate": 0.833 }, - "ann|enhance_hira2kata": { + "ja|ann|enhance_hira2kata": { "n": 1, "hits": 0, "errors": 0, @@ -72,7 +176,7 @@ "hit_rate": 0.0, "top1_rate": 0.0 }, - "ann|enhance_jaconv_norm": { + "ja|ann|enhance_jaconv_norm": { "n": 3, "hits": 0, "errors": 0, @@ -80,31 +184,23 @@ "hit_rate": 0.0, "top1_rate": 0.0 }, - "ann|enhance_kata2hira": { + "ja|ann|enhance_kata2hira": { "n": 37, "hits": 0, - "errors": 0, + "errors": 5, "top1": 0, "hit_rate": 0.0, "top1_rate": 0.0 }, - "ann|enhance_raw": { - "n": 1, + "ja|ann|raw": { + "n": 100, "hits": 0, - "errors": 0, + "errors": 17, "top1": 0, "hit_rate": 0.0, "top1_rate": 0.0 }, - "jikan|cjk_raw": { - "n": 100, - "hits": 100, - "errors": 0, - "top1": 93, - "hit_rate": 1.0, - "top1_rate": 0.93 - }, - "jikan|enhance_hira2kata": { + "ja|jikan|enhance_hira2kata": { "n": 1, "hits": 1, "errors": 0, @@ -112,7 +208,7 @@ "hit_rate": 1.0, "top1_rate": 1.0 }, - "jikan|enhance_jaconv_norm": { + "ja|jikan|enhance_jaconv_norm": { "n": 3, "hits": 3, "errors": 0, @@ -120,23 +216,15 @@ "hit_rate": 1.0, "top1_rate": 0.333 }, - "jikan|enhance_kata2hira": { + "ja|jikan|enhance_kata2hira": { "n": 37, - "hits": 12, - "errors": 0, - "top1": 5, - "hit_rate": 0.324, - "top1_rate": 0.135 - }, - "jikan|enhance_raw": { - "n": 1, - "hits": 1, - "errors": 0, - "top1": 1, - "hit_rate": 1.0, - "top1_rate": 1.0 + "hits": 6, + "errors": 4, + "top1": 3, + "hit_rate": 0.182, + "top1_rate": 0.091 }, - "jikan|enhance_zh_simplified": { + "ja|jikan|enhance_zh_simplified": { "n": 7, "hits": 7, "errors": 0, @@ -144,7 +232,7 @@ "hit_rate": 1.0, "top1_rate": 0.429 }, - "jikan|enhance_zh_traditional": { + "ja|jikan|enhance_zh_traditional": { "n": 2, "hits": 2, "errors": 0, @@ -152,15 +240,15 @@ "hit_rate": 1.0, "top1_rate": 1.0 }, - "kitsu|cjk_raw": { + "ja|jikan|raw": { "n": 100, - 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- "kitsu|enhance_zh_simplified": { + "ja|kitsu|raw": { + "n": 100, + "hits": 89, + "errors": 6, + "top1": 83, + "hit_rate": 0.947, + "top1_rate": 0.883 + }, + "ja|shikimori|enhance_hira2kata": { + "n": 1, + "hits": 0, + "errors": 0, + "top1": 0, + "hit_rate": 0.0, + "top1_rate": 0.0 + }, + "ja|shikimori|enhance_jaconv_norm": { + "n": 3, + "hits": 3, + "errors": 0, + "top1": 3, + "hit_rate": 1.0, + "top1_rate": 1.0 + }, + "ja|shikimori|enhance_kata2hira": { + "n": 37, + "hits": 1, + "errors": 3, + "top1": 1, + "hit_rate": 0.029, + "top1_rate": 0.029 + }, + "ja|shikimori|enhance_zh_simplified": { "n": 7, - "hits": 5, + "hits": 7, "errors": 0, - "top1": 5, - "hit_rate": 0.714, - "top1_rate": 0.714 + "top1": 4, + "hit_rate": 1.0, + "top1_rate": 0.571 }, - "kitsu|enhance_zh_traditional": { + "ja|shikimori|enhance_zh_traditional": { + "n": 2, + "hits": 2, + "errors": 0, + "top1": 1, + "hit_rate": 1.0, + "top1_rate": 0.5 + }, + "ja|shikimori|raw": { + "n": 100, + "hits": 96, + "errors": 4, + 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"zh_cn|anilist|enhance_zh_traditional": { + "n": 70, + "hits": 6, + "errors": 1, + "top1": 6, + "hit_rate": 0.087, + "top1_rate": 0.087 + }, + "zh_cn|anilist|raw": { + "n": 89, + "hits": 44, + "errors": 9, + "top1": 42, + "hit_rate": 0.55, + "top1_rate": 0.525 + }, + "zh_cn|ann|enhance_lowercase_strip_punct": { + "n": 1, + "hits": 1, "errors": 0, - "top1": 86, + "top1": 0, "hit_rate": 1.0, - "top1_rate": 0.86 + "top1_rate": 0.0 + }, + "zh_cn|ann|raw": { + "n": 89, + "hits": 1, + "errors": 12, + "top1": 0, + "hit_rate": 0.013, + "top1_rate": 0.0 }, - "shikimori|enhance_hira2kata": { + "zh_cn|jikan|enhance_lowercase_strip_punct": { "n": 1, + "hits": 1, + "errors": 0, + "top1": 1, + "hit_rate": 1.0, + "top1_rate": 1.0 + }, + "zh_cn|jikan|enhance_zh_simplified": { + "n": 2, "hits": 0, "errors": 0, "top1": 0, "hit_rate": 0.0, "top1_rate": 0.0 }, - "shikimori|enhance_jaconv_norm": { - "n": 3, - "hits": 3, + "zh_cn|jikan|enhance_zh_traditional": { + "n": 70, + "hits": 32, + "errors": 6, + 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"en|kitsu|enhance_lowercase_strip_punct": { + "rescues": 5 + }, + "en|shikimori|enhance_lowercase_strip_punct": { + "rescues": 6 + }, + "zh_cn|anilist|enhance_lowercase_strip_punct": { + "rescues": 1 + }, + "zh_cn|anilist|enhance_zh_traditional": { + "rescues": 4 + }, + "zh_cn|jikan|enhance_zh_traditional": { + "rescues": 5 + }, + "zh_cn|kitsu|enhance_zh_traditional": { + "rescues": 3 + }, + "zh_cn|shikimori|enhance_zh_traditional": { + "rescues": 7 + }, + "zh_hk_mo|anilist|enhance_zh_simplified": { + "rescues": 14 + }, + "zh_hk_mo|jikan|enhance_lowercase_strip_punct": { + "rescues": 1 + }, + "zh_hk_mo|jikan|enhance_zh_simplified": { + "rescues": 1 + }, + "zh_hk_mo|kitsu|enhance_zh_simplified": { + "rescues": 2 + }, + "zh_tw|anilist|enhance_zh_simplified": { + "rescues": 14 + }, + "zh_tw|jikan|enhance_lowercase_strip_punct": { + "rescues": 1 + }, + "zh_tw|jikan|enhance_zh_simplified": { + "rescues": 2 + }, + "zh_tw|kitsu|enhance_zh_simplified": { + "rescues": 2 + }, + "zh_tw|shikimori|enhance_lowercase_strip_punct": { + "rescues": 1 + }, + "zh_tw|shikimori|enhance_zh_simplified": { + "rescues": 1 } } } diff --git a/tools/search_eval/runs/mal_cjk100_runtime/summary.md b/tools/search_eval/runs/mal_cjk100_runtime/summary.md index 03383f3..0d6c1e6 100644 --- a/tools/search_eval/runs/mal_cjk100_runtime/summary.md +++ b/tools/search_eval/runs/mal_cjk100_runtime/summary.md @@ -1,56 +1,199 @@ -# MAL CJK100 Search Enhancement Evaluation +# MAL Multilingual Anime100 Search Enhancement Evaluation - samples: 100 -- cells: 746 +- cells: 4137 - proxy used: True -- baseline query: sample CJK title from MAL/Jikan -- rule hit: MAL/Jikan ID where available, otherwise known title/alias match -- variant set: current runtime enhance output only +- input languages: ja, zh_cn, zh_hk_mo, zh_tw, ko, en +- baseline query: the representative real title for that input language; CJK scripts are not merged +- strict hit: backend ID match or exact known title/alias match; substring-only matches are excluded from rescue metrics +- raw hit: the unmodified input query found the target under the strict-hit rule +- raw + enhance hit: raw or any current runtime enhance suggestion found the target under the strict-hit rule +- enhance rescue: raw missed but at least one current runtime enhance suggestion found the target under the strict-hit rule +- zero rescue: raw returned no rows, and at least one current runtime enhance suggestion found the target under the strict-hit rule +- rescue rate: enhance rescues divided by raw misses for that row +- zero returned: upstream returned no rows, distinct from returning wrong rows +- variant set: current runtime enhance output only; known aliases are used only for scoring the returned rows -## Backend Rescue +## Overall Backend Rescue -| backend | samples | CJK raw hit | raw + current enhance hit | current enhance rescue | -|---|---:|---:|---:|---:| -| `anilist` | 100 | 19 (19%) | 19 (19%) | +0 | -| `ann` | 100 | 0 (0%) | 0 (0%) | +0 | -| `jikan` | 100 | 100 (100%) | 100 (100%) | +0 | -| `kitsu` | 100 | 100 (100%) | 100 (100%) | +0 | -| `shikimori` | 100 | 100 (100%) | 100 (100%) | +0 | +| backend | cells | raw hit | raw zero | raw + enhance hit | enhance rescue | zero rescue | rescue rate | enhance zero | +|---|---:|---:|---:|---:|---:|---:|---:|---:| +| `anilist` | 523 | 265 (51%) | 209 | 305 (58%) | +40 | +26 | 16% | 175 | +| `ann` | 523 | 66 (13%) | 373 | 79 (15%) | +13 | +1 | 3% | 368 | +| `jikan` | 523 | 314 (60%) | 55 | 327 (63%) | +13 | +0 | 6% | 53 | +| `kitsu` | 523 | 231 (44%) | 209 | 243 (46%) | +12 | +6 | 4% | 195 | +| `shikimori` | 523 | 309 (59%) | 48 | 324 (62%) | +15 | +0 | 7% | 48 | + +## Findings + +* English improvement is mostly punctuation and case cleanup. The current runtime rescues raw misses via `enhance_lowercase_strip_punct` on every measured backend; broad lead-token probes are intentionally excluded from this report. +* Chinese improvement is directional and backend-specific. Simplified input is helped mainly by `zh_traditional`; Traditional/Hong Kong/Macau/Taiwan input is helped mainly by `zh_simplified`, with AniList showing the largest rescue counts. +* Japanese kana input is not mixed into generic Han transliteration. Pure-Han Japanese titles are script-ambiguous at runtime and may receive Chinese script folds, but those variants produced no strict Japanese raw-miss rescues. +* Korean input remains weak across the measured anime backends. The current runtime keeps Korean anime suggestions to raw because deterministic Hangul romanization did not prove a reliable strict raw-miss rescue path in this run. +* Hit-zero improvement is limited and measurable: 33/894 raw zero-return cells were rescued by current runtime variants. ANN is the main remaining low-recall cell, and adding more CJK transliteration mostly added noise rather than targeted successful queries. + +## Strict Rescue By Variant + +| input | backend | variant | strict rescues | +|---|---|---|---:| +| `en` | `anilist` | `enhance_lowercase_strip_punct` | 7 | +| `en` | `ann` | `enhance_lowercase_strip_punct` | 13 | +| `en` | `jikan` | `enhance_lowercase_strip_punct` | 3 | +| `en` | `kitsu` | `enhance_lowercase_strip_punct` | 5 | +| `en` | `shikimori` | `enhance_lowercase_strip_punct` | 6 | +| `zh_cn` | `anilist` | `enhance_lowercase_strip_punct` | 1 | +| `zh_cn` | `anilist` | `enhance_zh_traditional` | 4 | +| `zh_cn` | `jikan` | `enhance_zh_traditional` | 5 | +| `zh_cn` | `kitsu` | `enhance_zh_traditional` | 3 | +| `zh_cn` | `shikimori` | `enhance_zh_traditional` | 7 | +| `zh_hk_mo` | `anilist` | `enhance_zh_simplified` | 14 | +| `zh_hk_mo` | `jikan` | `enhance_lowercase_strip_punct` | 1 | +| `zh_hk_mo` | `jikan` | `enhance_zh_simplified` | 1 | +| `zh_hk_mo` | `kitsu` | `enhance_zh_simplified` | 2 | +| `zh_tw` | `anilist` | `enhance_zh_simplified` | 14 | +| `zh_tw` | `jikan` | `enhance_lowercase_strip_punct` | 1 | +| `zh_tw` | `jikan` | `enhance_zh_simplified` | 2 | +| `zh_tw` | `kitsu` | `enhance_zh_simplified` | 2 | +| `zh_tw` | `shikimori` | `enhance_lowercase_strip_punct` | 1 | +| `zh_tw` | `shikimori` | `enhance_zh_simplified` | 1 | + +## Language Matrix + +| input | backend | samples | raw hit | raw top1 | raw zero | raw + enhance hit | enhance top1 | enhance rescue | zero rescue | rescue rate | enhance zero | +|---|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:| +| `en` | `anilist` | 100 | 91 (91%) | 87 | 1 | 98 (98%) | 96 | +7 | +0 | 78% | 1 | +| `en` | `ann` | 100 | 61 (61%) | 25 | 19 | 74 (74%) | 30 | +13 | +1 | 33% | 17 | +| `en` | `jikan` | 100 | 96 (96%) | 94 | 0 | 99 (99%) | 97 | +3 | +0 | 75% | 0 | +| `en` | `kitsu` | 100 | 94 (94%) | 92 | 0 | 99 (99%) | 97 | +5 | +0 | 83% | 0 | +| `en` | `shikimori` | 100 | 94 (94%) | 92 | 0 | 100 (100%) | 97 | +6 | +0 | 100% | 0 | +| `ja` | `anilist` | 100 | 88 (88%) | 80 | 6 | 88 (88%) | 81 | +0 | +0 | 0% | 4 | +| `ja` | `ann` | 100 | 0 (0%) | 0 | 83 | 0 (0%) | 0 | +0 | +0 | 0% | 80 | +| `ja` | `jikan` | 100 | 96 (96%) | 90 | 0 | 96 (96%) | 90 | +0 | +0 | 0% | 0 | +| `ja` | `kitsu` | 100 | 89 (89%) | 83 | 0 | 89 (89%) | 83 | +0 | +0 | 0% | 0 | +| `ja` | `shikimori` | 100 | 96 (96%) | 83 | 0 | 96 (96%) | 83 | +0 | +0 | 0% | 0 | +| `ko` | `anilist` | 100 | 8 (8%) | 8 | 81 | 8 (8%) | 8 | +0 | +0 | 0% | 81 | +| `ko` | `ann` | 100 | 0 (0%) | 0 | 82 | 0 (0%) | 0 | +0 | +0 | 0% | 82 | +| `ko` | `jikan` | 100 | 19 (19%) | 14 | 52 | 19 (19%) | 14 | +0 | +0 | 0% | 52 | +| `ko` | `kitsu` | 100 | 8 (8%) | 7 | 63 | 8 (8%) | 7 | +0 | +0 | 0% | 63 | +| `ko` | `shikimori` | 100 | 14 (14%) | 9 | 48 | 14 (14%) | 9 | +0 | +0 | 0% | 48 | +| `zh_cn` | `anilist` | 89 | 44 (49%) | 42 | 33 | 49 (55%) | 47 | +5 | +2 | 11% | 31 | +| `zh_cn` | `ann` | 89 | 1 (1%) | 0 | 76 | 1 (1%) | 0 | +0 | +0 | 0% | 76 | +| `zh_cn` | `jikan` | 89 | 35 (39%) | 11 | 1 | 40 (45%) | 19 | +5 | +0 | 9% | 1 | +| `zh_cn` | `kitsu` | 89 | 10 (11%) | 7 | 61 | 13 (15%) | 10 | +3 | +2 | 4% | 56 | +| `zh_cn` | `shikimori` | 89 | 34 (38%) | 14 | 0 | 41 (46%) | 21 | +7 | +0 | 13% | 0 | +| `zh_hk_mo` | `anilist` | 54 | 13 (24%) | 11 | 34 | 27 (50%) | 23 | +14 | +12 | 34% | 20 | +| `zh_hk_mo` | `ann` | 54 | 2 (4%) | 1 | 46 | 2 (4%) | 1 | +0 | +0 | 0% | 46 | +| `zh_hk_mo` | `jikan` | 54 | 28 (52%) | 17 | 1 | 30 (56%) | 19 | +2 | +0 | 8% | 0 | +| `zh_hk_mo` | `kitsu` | 54 | 12 (22%) | 11 | 36 | 14 (26%) | 13 | +2 | +2 | 5% | 32 | +| `zh_hk_mo` | `shikimori` | 54 | 31 (57%) | 23 | 0 | 31 (57%) | 23 | +0 | +0 | 0% | 0 | +| `zh_tw` | `anilist` | 80 | 21 (26%) | 19 | 54 | 35 (44%) | 33 | +14 | +12 | 24% | 38 | +| `zh_tw` | `ann` | 80 | 2 (2%) | 1 | 67 | 2 (2%) | 1 | +0 | +0 | 0% | 67 | +| `zh_tw` | `jikan` | 80 | 40 (50%) | 22 | 1 | 43 (54%) | 26 | +3 | +0 | 8% | 0 | +| `zh_tw` | `kitsu` | 80 | 18 (22%) | 15 | 49 | 20 (25%) | 17 | +2 | +2 | 3% | 44 | +| `zh_tw` | `shikimori` | 80 | 40 (50%) | 23 | 0 | 42 (52%) | 25 | +2 | +0 | 5% | 0 | ## Variant Hit Rates -| backend | variant | n | hits | hit rate | top1 | errors | -|---|---|---:|---:|---:|---:|---:| -| `anilist` | `cjk_raw` | 100 | 19 | 86% | 16 | 78 | -| `anilist` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 1 | -| `anilist` | `enhance_jaconv_norm` | 3 | 0 | 0% | 0 | 3 | -| `anilist` | `enhance_kata2hira` | 37 | 1 | 17% | 1 | 31 | -| `anilist` | `enhance_raw` | 1 | 0 | 0% | 0 | 1 | -| `anilist` | `enhance_zh_simplified` | 7 | 0 | 0% | 0 | 6 | -| `anilist` | `enhance_zh_traditional` | 2 | 0 | 0% | 0 | 2 | -| `ann` | `cjk_raw` | 100 | 0 | 0% | 0 | 0 | -| `ann` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | -| `ann` | `enhance_jaconv_norm` | 3 | 0 | 0% | 0 | 0 | -| `ann` | `enhance_kata2hira` | 37 | 0 | 0% | 0 | 0 | -| `ann` | `enhance_raw` | 1 | 0 | 0% | 0 | 0 | -| `jikan` | `cjk_raw` | 100 | 100 | 100% | 93 | 0 | -| `jikan` | `enhance_hira2kata` | 1 | 1 | 100% | 1 | 0 | -| `jikan` | `enhance_jaconv_norm` | 3 | 3 | 100% | 1 | 0 | -| `jikan` | `enhance_kata2hira` | 37 | 12 | 32% | 5 | 0 | -| `jikan` | `enhance_raw` | 1 | 1 | 100% | 1 | 0 | -| `jikan` | `enhance_zh_simplified` | 7 | 7 | 100% | 3 | 0 | -| `jikan` | `enhance_zh_traditional` | 2 | 2 | 100% | 2 | 0 | -| `kitsu` | `cjk_raw` | 100 | 100 | 100% | 94 | 0 | -| `kitsu` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | -| `kitsu` | `enhance_jaconv_norm` | 3 | 1 | 33% | 1 | 0 | -| `kitsu` | `enhance_kata2hira` | 37 | 9 | 24% | 7 | 0 | -| `kitsu` | `enhance_raw` | 1 | 1 | 100% | 1 | 0 | -| `kitsu` | `enhance_zh_simplified` | 7 | 5 | 71% | 5 | 0 | -| `kitsu` | `enhance_zh_traditional` | 2 | 1 | 50% | 1 | 0 | -| `shikimori` | `cjk_raw` | 100 | 100 | 100% | 86 | 0 | -| `shikimori` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | -| `shikimori` | `enhance_jaconv_norm` | 3 | 3 | 100% | 3 | 0 | -| `shikimori` | `enhance_kata2hira` | 37 | 4 | 11% | 4 | 0 | -| `shikimori` | `enhance_raw` | 1 | 1 | 100% | 1 | 0 | -| `shikimori` | `enhance_zh_simplified` | 7 | 7 | 100% | 4 | 0 | -| `shikimori` | `enhance_zh_traditional` | 2 | 2 | 100% | 1 | 0 | +| input | backend | variant | n | hits | hit rate | top1 | errors | +|---|---|---|---:|---:|---:|---:|---:| +| `en` | `anilist` | `enhance_lowercase_strip_punct` | 100 | 92 | 96% | 88 | 4 | +| `en` | `anilist` | `enhance_romaji_to_katakana` | 11 | 4 | 36% | 4 | 0 | +| `en` | `anilist` | `raw` | 100 | 91 | 98% | 87 | 7 | +| `en` | `ann` | `enhance_lowercase_strip_punct` | 100 | 47 | 57% | 16 | 18 | +| `en` | `ann` | `raw` | 100 | 61 | 76% | 25 | 20 | +| `en` | `jikan` | `enhance_lowercase_strip_punct` | 100 | 94 | 100% | 92 | 6 | +| `en` | `jikan` | `enhance_romaji_to_katakana` | 11 | 6 | 55% | 4 | 0 | +| `en` | `jikan` | `raw` | 100 | 96 | 100% | 94 | 4 | +| `en` | `kitsu` | `enhance_lowercase_strip_punct` | 100 | 93 | 100% | 92 | 7 | +| `en` | `kitsu` | `enhance_romaji_to_katakana` | 11 | 5 | 50% | 4 | 1 | +| `en` | `kitsu` | `raw` | 100 | 94 | 99% | 92 | 5 | +| `en` | `shikimori` | `enhance_lowercase_strip_punct` | 100 | 95 | 100% | 77 | 5 | +| `en` | `shikimori` | `enhance_romaji_to_katakana` | 11 | 5 | 56% | 4 | 2 | +| `en` | `shikimori` | `raw` | 100 | 94 | 100% | 92 | 6 | +| `ja` | `anilist` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | +| `ja` | `anilist` | `enhance_jaconv_norm` | 3 | 0 | 0% | 0 | 0 | +| `ja` | `anilist` | `enhance_kata2hira` | 37 | 0 | 0% | 0 | 5 | +| `ja` | `anilist` | `enhance_zh_simplified` | 7 | 2 | 33% | 2 | 1 | +| `ja` | `anilist` | `enhance_zh_traditional` | 2 | 0 | 0% | 0 | 0 | +| `ja` | `anilist` | `raw` | 100 | 88 | 92% | 80 | 4 | +| `ja` | `ann` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | +| `ja` | `ann` | `enhance_jaconv_norm` | 3 | 0 | 0% | 0 | 0 | +| `ja` | `ann` | `enhance_kata2hira` | 37 | 0 | 0% | 0 | 5 | +| `ja` | `ann` | `raw` | 100 | 0 | 0% | 0 | 17 | +| `ja` | `jikan` | `enhance_hira2kata` | 1 | 1 | 100% | 1 | 0 | +| `ja` | `jikan` | `enhance_jaconv_norm` | 3 | 3 | 100% | 1 | 0 | +| `ja` | `jikan` | `enhance_kata2hira` | 37 | 6 | 18% | 3 | 4 | +| `ja` | `jikan` | `enhance_zh_simplified` | 7 | 7 | 100% | 3 | 0 | +| `ja` | `jikan` | `enhance_zh_traditional` | 2 | 2 | 100% | 2 | 0 | +| `ja` | `jikan` | `raw` | 100 | 96 | 100% | 90 | 4 | +| `ja` | `kitsu` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | +| `ja` | `kitsu` | `enhance_jaconv_norm` | 3 | 1 | 33% | 1 | 0 | +| `ja` | `kitsu` | `enhance_kata2hira` | 37 | 3 | 9% | 1 | 3 | +| `ja` | `kitsu` | `enhance_zh_simplified` | 7 | 4 | 57% | 4 | 0 | +| `ja` | `kitsu` | `enhance_zh_traditional` | 2 | 1 | 100% | 1 | 1 | +| `ja` | `kitsu` | `raw` | 100 | 89 | 95% | 83 | 6 | +| `ja` | `shikimori` | `enhance_hira2kata` | 1 | 0 | 0% | 0 | 0 | +| `ja` | `shikimori` | `enhance_jaconv_norm` | 3 | 3 | 100% | 3 | 0 | +| `ja` | `shikimori` | `enhance_kata2hira` | 37 | 1 | 3% | 1 | 3 | +| `ja` | `shikimori` | `enhance_zh_simplified` | 7 | 7 | 100% | 4 | 0 | +| `ja` | `shikimori` | `enhance_zh_traditional` | 2 | 2 | 100% | 1 | 0 | +| `ja` | `shikimori` | `raw` | 100 | 96 | 100% | 83 | 4 | +| `ko` | `anilist` | `raw` | 100 | 8 | 9% | 8 | 8 | +| `ko` | `ann` | `raw` | 100 | 0 | 0% | 0 | 18 | +| `ko` | `jikan` | `raw` | 100 | 19 | 20% | 14 | 5 | +| `ko` | `kitsu` | `raw` | 100 | 8 | 9% | 7 | 9 | +| `ko` | `shikimori` | `raw` | 100 | 14 | 15% | 9 | 6 | +| `zh_cn` | `anilist` | `enhance_lowercase_strip_punct` | 1 | 1 | 100% | 1 | 0 | +| `zh_cn` | `anilist` | `enhance_zh_simplified` | 2 | 1 | 50% | 1 | 0 | +| `zh_cn` | `anilist` | `enhance_zh_traditional` | 70 | 6 | 9% | 6 | 1 | +| `zh_cn` | `anilist` | `raw` | 89 | 44 | 55% | 42 | 9 | +| `zh_cn` | `ann` | `enhance_lowercase_strip_punct` | 1 | 1 | 100% | 0 | 0 | +| `zh_cn` | `ann` | `raw` | 89 | 1 | 1% | 0 | 12 | +| `zh_cn` | `jikan` | `enhance_lowercase_strip_punct` | 1 | 1 | 100% | 1 | 0 | +| `zh_cn` | `jikan` | `enhance_zh_simplified` | 2 | 0 | 0% | 0 | 0 | +| `zh_cn` | `jikan` | `enhance_zh_traditional` | 70 | 32 | 50% | 15 | 6 | +| `zh_cn` | `jikan` | `raw` | 89 | 35 | 43% | 11 | 8 | +| `zh_cn` | `kitsu` | `enhance_lowercase_strip_punct` | 1 | 1 | 100% | 1 | 0 | +| `zh_cn` | `kitsu` | `enhance_zh_simplified` | 2 | 0 | 0% | 0 | 0 | +| `zh_cn` | `kitsu` | `enhance_zh_traditional` | 70 | 9 | 13% | 6 | 3 | +| `zh_cn` | `kitsu` | `raw` | 89 | 10 | 13% | 7 | 10 | +| `zh_cn` | `shikimori` | `enhance_lowercase_strip_punct` | 1 | 1 | 100% | 1 | 0 | +| `zh_cn` | `shikimori` | `enhance_zh_simplified` | 2 | 0 | 0% | 0 | 0 | +| `zh_cn` | `shikimori` | `enhance_zh_traditional` | 70 | 35 | 56% | 19 | 7 | +| `zh_cn` | `shikimori` | `raw` | 89 | 34 | 42% | 14 | 9 | +| `zh_hk_mo` | `anilist` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 2 | 0 | +| `zh_hk_mo` | `anilist` | `enhance_zh_simplified` | 41 | 17 | 44% | 15 | 2 | +| `zh_hk_mo` | `anilist` | `enhance_zh_traditional` | 3 | 0 | 0% | 0 | 0 | +| `zh_hk_mo` | `anilist` | `raw` | 54 | 13 | 28% | 11 | 7 | +| `zh_hk_mo` | `ann` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 1 | 0 | +| `zh_hk_mo` | `ann` | `raw` | 54 | 2 | 4% | 1 | 6 | +| `zh_hk_mo` | `jikan` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 2 | 0 | +| `zh_hk_mo` | `jikan` | `enhance_zh_simplified` | 41 | 19 | 48% | 9 | 1 | +| `zh_hk_mo` | `jikan` | `enhance_zh_traditional` | 3 | 0 | 0% | 0 | 0 | +| `zh_hk_mo` | `jikan` | `raw` | 54 | 28 | 55% | 17 | 3 | +| `zh_hk_mo` | `kitsu` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 2 | 0 | +| `zh_hk_mo` | `kitsu` | `enhance_zh_simplified` | 41 | 8 | 21% | 8 | 3 | +| `zh_hk_mo` | `kitsu` | `enhance_zh_traditional` | 3 | 0 | 0% | 0 | 0 | +| `zh_hk_mo` | `kitsu` | `raw` | 54 | 12 | 24% | 11 | 4 | +| `zh_hk_mo` | `shikimori` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 1 | 0 | +| `zh_hk_mo` | `shikimori` | `enhance_zh_simplified` | 41 | 19 | 49% | 11 | 2 | +| `zh_hk_mo` | `shikimori` | `enhance_zh_traditional` | 3 | 1 | 33% | 0 | 0 | +| `zh_hk_mo` | `shikimori` | `raw` | 54 | 31 | 57% | 23 | 0 | +| `zh_tw` | `anilist` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 2 | 0 | +| `zh_tw` | `anilist` | `enhance_zh_simplified` | 59 | 18 | 35% | 18 | 7 | +| `zh_tw` | `anilist` | `enhance_zh_traditional` | 3 | 0 | 0% | 0 | 1 | +| `zh_tw` | `anilist` | `raw` | 80 | 21 | 28% | 19 | 4 | +| `zh_tw` | `ann` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 1 | 0 | +| `zh_tw` | `ann` | `raw` | 80 | 2 | 3% | 1 | 11 | +| `zh_tw` | `jikan` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 2 | 0 | +| `zh_tw` | `jikan` | `enhance_zh_simplified` | 59 | 29 | 53% | 9 | 4 | +| `zh_tw` | `jikan` | `enhance_zh_traditional` | 3 | 0 | 0% | 0 | 0 | +| `zh_tw` | `jikan` | `raw` | 80 | 40 | 54% | 22 | 6 | +| `zh_tw` | `kitsu` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 2 | 0 | +| `zh_tw` | `kitsu` | `enhance_zh_simplified` | 59 | 12 | 21% | 11 | 3 | +| `zh_tw` | `kitsu` | `enhance_zh_traditional` | 3 | 0 | 0% | 0 | 0 | +| `zh_tw` | `kitsu` | `raw` | 80 | 18 | 23% | 15 | 3 | +| `zh_tw` | `shikimori` | `enhance_lowercase_strip_punct` | 2 | 2 | 100% | 1 | 0 | +| `zh_tw` | `shikimori` | `enhance_zh_simplified` | 59 | 29 | 53% | 15 | 4 | +| `zh_tw` | `shikimori` | `enhance_zh_traditional` | 3 | 1 | 33% | 0 | 0 | +| `zh_tw` | `shikimori` | `raw` | 80 | 40 | 53% | 23 | 4 | diff --git a/tools/search_eval/scoring.py b/tools/search_eval/scoring.py index 2301120..82dc744 100644 --- a/tools/search_eval/scoring.py +++ b/tools/search_eval/scoring.py @@ -19,6 +19,30 @@ def _norm(text: Optional[str]) -> str: return re.sub(r"[^a-z0-9]+", " ", no_accent.lower()).strip() +_SEASON_RE = re.compile( + r"\b(?:season|part|cour|movie|ova|ona|special|final|last|theatrical|" + r"\d+(?:st|nd|rd|th)?|i{1,4}|v|x)\b" +) + + +def _has_qualifier(text: str) -> bool: + return bool(_SEASON_RE.search(text)) + + +def _substring_match_allowed(row_norm: str, seed_norm: str) -> bool: + if row_norm == seed_norm: + return True + shorter, longer = sorted((row_norm, seed_norm), key=len) + if len(shorter) < 8: + return False + if shorter not in longer: + return False + remainder = " ".join(longer.replace(shorter, " ", 1).split()) + if _has_qualifier(remainder): + return False + return True + + def _candidate_ids(row: dict, backend: str) -> List[Tuple[str, object]]: """Pull plausible IDs from a backend row in dumped JSON form.""" out: List[Tuple[str, object]] = [] @@ -117,9 +141,7 @@ def _title_match(row_titles: Iterable[str], seed_aliases: Iterable[str]) -> str: if not n: continue for s in seed_norm: - if len(s) < 4: - continue - if s in n or n in s: + if _substring_match_allowed(n, s): return "substring" return "" From 2bdac7145db045f07d0d292ef02617d6aa9e8d96 Mon Sep 17 00:00:00 2001 From: narugo1992 Date: Wed, 20 May 2026 13:47:56 +0800 Subject: [PATCH 8/8] dev(narugo1992): fix enhance evaluation review issues --- test/enhance/test_suggest.py | 30 +- tools/search_eval/eval_mal_cjk100.py | 45 +- .../runs/mal_cjk100_runtime/cells.jsonl | 423 ------------------ 3 files changed, 56 insertions(+), 442 deletions(-) diff --git a/test/enhance/test_suggest.py b/test/enhance/test_suggest.py index 8641d51..36d6b31 100644 --- a/test/enhance/test_suggest.py +++ b/test/enhance/test_suggest.py @@ -238,6 +238,22 @@ def test_chinese_script_folds_are_general_opencc_conversions(self): assert variants["zh_traditional"].query == "葬送的芙莉蓮" + def test_opencc_library_failure_is_ignored_for_han_query(self, monkeypatch): + from opencc import OpenCC + + from animedex.enhance._heuristics import build_variants + + def fail_convert(self, value): + raise RuntimeError(value) + + monkeypatch.setattr(OpenCC, "convert", fail_convert) + + variants = build_variants("葬送的芙莉莲") + + assert variants["raw"].query == "葬送的芙莉莲" + assert "zh_traditional" not in variants + assert "han_latin" in variants + def test_romaji_to_katakana_requires_complete_conversion(self): from animedex.enhance._heuristics import build_variants @@ -249,20 +265,6 @@ def test_romaji_to_katakana_requires_complete_conversion(self): assert "romaji_to_katakana" not in build_variants("kimetsu@yaiba") assert "romaji_to_katakana" not in build_variants("'kimetsu") - def test_opencc_failure_is_ignored_for_han_query(self, monkeypatch): - from animedex.enhance import _heuristics - - def fail_opencc(conversion, value): - raise RuntimeError(f"{conversion}:{value}") - - monkeypatch.setattr(_heuristics, "_opencc_convert", fail_opencc) - - variants = _heuristics.build_variants("葬送的芙莉莲") - - assert variants["raw"].query == "葬送的芙莉莲" - assert "zh_traditional" not in variants - assert "han_latin" in variants - def test_hangul_latin_variant_exists_for_generic_use(self): from animedex.enhance._heuristics import build_variants diff --git a/tools/search_eval/eval_mal_cjk100.py b/tools/search_eval/eval_mal_cjk100.py index 74a1429..8710719 100644 --- a/tools/search_eval/eval_mal_cjk100.py +++ b/tools/search_eval/eval_mal_cjk100.py @@ -15,6 +15,7 @@ from animedex.agg._type_routes import call_search_route, search_routes_for from animedex.config import Config from animedex.enhance import suggest +from animedex.enhance._heuristics import build_variants from animedex.enhance.models import EnhanceResult from animedex.models.common import ApiError from tools.search_eval.scoring import score_rows @@ -117,6 +118,11 @@ def variant_queries( if runtime_only: return out + for variant_id, variant in build_variants(query).items(): + q = variant.query + if variant_id != "raw" and q and q not in seen: + out.append((f"explore_{variant_id}", q)) + seen.add(q) return out @@ -158,6 +164,12 @@ def _write_cell(path: Path, cell: Cell) -> None: fh.write(json.dumps(asdict(cell), ensure_ascii=False) + "\n") +def _write_cells(path: Path, cells: List[Cell]) -> None: + with path.open("w", encoding="utf-8") as fh: + for cell in cells: + fh.write(json.dumps(asdict(cell), ensure_ascii=False) + "\n") + + def _read_done(path: Path) -> set: done = set() if not path.exists(): @@ -244,7 +256,9 @@ def evaluate(args) -> Path: existing_meta = _read_meta(out_dir / "meta.json") proxy_used = bool(existing_meta.get("proxy_used", args.proxy_used)) elapsed = float(existing_meta.get("elapsed_seconds", 0.0) or 0.0) - write_reports(cells_path, samples, out_dir, proxy_used=proxy_used, elapsed=elapsed) + write_reports( + cells_path, samples, out_dir, proxy_used=proxy_used, elapsed=elapsed, runtime_only=args.runtime_only + ) return out_dir done = _read_done(cells_path) if args.resume else set() proxy_used = _install_proxy_from_env() @@ -311,7 +325,14 @@ def evaluate(args) -> Path: f"input={input_lang} elapsed={time.time() - started:.1f}s", flush=True, ) - write_reports(cells_path, samples, out_dir, proxy_used=proxy_used, elapsed=time.time() - started) + write_reports( + cells_path, + samples, + out_dir, + proxy_used=proxy_used, + elapsed=time.time() - started, + runtime_only=args.runtime_only, + ) return out_dir @@ -490,9 +511,17 @@ def _findings(overall: dict, rescue: dict, variant_rescue: dict) -> List[str]: return lines -def write_reports(cells_path: Path, samples: List[dict], out_dir: Path, *, proxy_used: bool, elapsed: float) -> None: +def write_reports( + cells_path: Path, + samples: List[dict], + out_dir: Path, + *, + proxy_used: bool, + elapsed: float, + runtime_only: bool = False, +) -> None: all_cells = _read_cells(cells_path) - if all_cells and all(cell.variant in {"raw"} or cell.variant.startswith("enhance_") for cell in all_cells): + if runtime_only and all_cells: current_values = _current_variant_values() cells = [ cell @@ -500,6 +529,8 @@ def write_reports(cells_path: Path, samples: List[dict], out_dir: Path, *, proxy if (cell.variant, cell.query) in current_values.get((cell.sample_index, cell.input_lang, cell.backend), set()) ] + if len(cells) != len(all_cells): + _write_cells(cells_path, cells) else: cells = all_cells rates = _rates(cells) @@ -525,7 +556,11 @@ def write_reports(cells_path: Path, samples: List[dict], out_dir: Path, *, proxy "- zero rescue: raw returned no rows, and at least one current runtime enhance suggestion found the target under the strict-hit rule", "- rescue rate: enhance rescues divided by raw misses for that row", "- zero returned: upstream returned no rows, distinct from returning wrong rows", - "- variant set: current runtime enhance output only; known aliases are used only for scoring the returned rows", + ( + "- variant set: current runtime enhance output only; known aliases are used only for scoring the returned rows" + if runtime_only + else "- variant set: runtime enhance output plus exploratory local variants; known aliases are used only for scoring the returned rows" + ), "", "## Overall Backend Rescue", "", diff --git a/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl b/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl index 5858710..d61fdb5 100644 --- a/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl +++ b/tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl @@ -35,17 +35,13 @@ {"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "en", "backend": "jikan", "variant": "raw", "query": "Attack on Titan", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 3637.9, "error": null, "top_titles": ["Shingeki no Kyojin", "AoT", "SnK", "Shingeki no Kyotou", "Shingeki no Kyojin: Attack on Skytree", "Attack on Titan", "Shingeki no Kyojin Movie: Kanketsu-hen - The Last Attack", "Attack on Titan the Movie: The Last Attack"], "top_ids": [16498, 35122, 59571]} {"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "en", "backend": "anilist", "variant": "raw", "query": "Attack on Titan", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 5161.8, "error": null, "top_titles": ["Shingeki no Kyojin", "Attack on Titan", "進撃の巨人", "Shingeki no Kyojin: The Final Season", "Attack on Titan Final Season", "進撃の巨人 The Final Season", "Shingeki no Kyojin OVA", "Attack on Titan OVA"], "top_ids": [16498, 110277, 18397]} {"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "ko", "backend": "shikimori", "variant": "raw", "query": "진격의 거인", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 5538.4, "error": null, "top_titles": [], "top_ids": []} -{"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "en", "backend": "jikan", "variant": "enhance_first_token", "query": "Attack", "hit": true, "position": 0, "kind": "title_substring", "n_returned": 10, "duration_ms": 3827.8, "error": null, "top_titles": ["Shingeki no Kyojin Movie: Kanketsu-hen - The Last Attack", "Attack on Titan the Movie: The Last Attack", "劇場版 進撃の巨人 完結編 THE LAST ATTACK", "Ijiranaide, Nagatoro-san 2nd Attack", "Don't Toy with Me", "Miss Nagatoro 2nd Season", "Ijiranaide, Nagatoro-san 2nd Attack Mini Anime", "イジらないで、長瀞さん 2nd Attack ミニアニメ"], "top_ids": [59571, 50197, 54133]} -{"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "en", "backend": "ann", "variant": "enhance_first_token", "query": "Attack", "hit": true, "position": 7, "kind": "title_exact", "n_returned": 22, "duration_ms": 7412.4, "error": null, "top_titles": ["Attack on Titan: THE LAST ATTACK", "Yuichiro Hayashi", "Hiroshi Seko", "Attack on Titan: Distress", "Tetsuro Araki", "Yasuko Kobayashi", "Attack on Titan: A Sudden Visitor"], "top_ids": ["33310", "32706", "32705"]} {"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "en", "backend": "shikimori", "variant": "raw", "query": "Attack on Titan", "hit": true, "position": 0, "kind": "title_exact", "n_returned": 10, "duration_ms": 2658.4, "error": null, "top_titles": ["Shingeki no Kyojin", "Shingeki no Kyotou", "Shingeki no Kyojin Movie: Kanketsu-hen - The Last Attack"], "top_ids": [16498, 35122, 59571]} {"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "zh_tw", "backend": "kitsu", "variant": "raw", "query": "進擊的巨人", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 16622.3, "error": "ReadTimeout: HTTPSConnectionPool(host='kitsu.io', port=443): Read timed out. (read timeout=12.0)", "top_titles": [], "top_ids": []} {"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "en", "backend": "jikan", "variant": "enhance_lowercase_strip_punct", "query": "attack on titan", "hit": true, "position": 0, "kind": "id", "n_returned": 10, "duration_ms": 4008.2, "error": null, "top_titles": ["Shingeki no Kyojin", "AoT", "SnK", "Shingeki no Kyotou", "Shingeki no Kyojin: Attack on Skytree", "Attack on Titan", "Shingeki no Kyojin Movie: Kanketsu-hen - The Last Attack", "Attack on Titan the Movie: The Last Attack"], "top_ids": [16498, 35122, 59571]} -{"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "en", "backend": "shikimori", "variant": "enhance_first_token", "query": "Attack", "hit": true, "position": 1, "kind": "title_exact", "n_returned": 10, "duration_ms": 1958.4, "error": null, "top_titles": ["Shingeki no Kyojin OVA", "Shingeki no Kyojin", "Attack No.1"], "top_ids": [18397, 16498, 1550]} {"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "zh_tw", "backend": "kitsu", "variant": "enhance_zh_simplified", "query": "进击的巨人", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 2576.3, "error": null, "top_titles": [], "top_ids": []} {"sample_index": 2, "mal_id": 1535, "popularity": 2, "input_lang": "ja", "backend": "jikan", "variant": "raw", "query": "デスノート", "hit": true, "position": 0, "kind": "id", "n_returned": 1, "duration_ms": 3034.4, "error": null, "top_titles": ["Death Note", "DN", "デスノート"], "top_ids": [1535]} {"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "ko", "backend": "kitsu", "variant": "raw", "query": "진격의 거인", "hit": false, "position": null, "kind": "", "n_returned": 1, "duration_ms": 2616.2, "error": null, "top_titles": ["Kai: Geoul Hosuui Jeonseo"], "top_ids": ["13025"]} {"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "en", "backend": "ann", "variant": "enhance_lowercase_strip_punct", "query": "attack on titan", "hit": true, "position": 7, "kind": "title_exact", "n_returned": 18, "duration_ms": 6534.8, "error": null, "top_titles": ["Attack on Titan: THE LAST ATTACK", "Yuichiro Hayashi", "Hiroshi Seko", "Attack on Titan: Distress", "Tetsuro Araki", "Yasuko Kobayashi", "Attack on Titan: A Sudden Visitor"], "top_ids": ["33310", "32706", "32705"]} -{"sample_index": 1, "mal_id": 16498, "popularity": 1, "input_lang": "en", "backend": "anilist", "variant": "enhance_first_token", "query": "Attack", "hit": false, "position": null, "kind": "", "n_returned": 0, "duration_ms": 12333.1, "error": "ReadTimeout: HTTPSConnectionPool(host='graphql.anilist.co', port=443): Read timed out. (read timeout=12.0)", "top_titles": [], "top_ids": []} {"sample_index": 2, "mal_id": 1535, "popularity": 2, "input_lang": "ja", "backend": "jikan", "variant": "enhance_kata2hira", "query": "ですのーと", "hit": false, "position": null, "kind": "", "n_returned": 10, "duration_ms": 4100.7, "error": null, "top_titles": ["Takamiya Nasuno desu! Teekyuu Spin-off", "高宮なすのです！〜てーきゅうスピンオフ〜", "Takamiya Nasuno Desu!", "Takamiya Nasuno desu! 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z77lUuQaz*Xm$Dl-tX|aL^t4L!knDLA^;#(@cxK_mky(rN;J(B!^BBK7;C|`+X$H0v>cV|b zHEo-GVw!PAaA_6o?8eh|`AHi-sL6LW&Q+6lF!M<_MD)^rPzz68ztkkV)ApC4p-0|S zGr@C4I=o@;8=)*mQYCf~UoLZ+q^ZNpFCdL>_w88g$f zd*8H#?V+2La`2}nFYKjSLG7ic*NrzDq~ zyX7wV54_W}{f^1^ZZ{P*fB9HJo1b?g3;>;~TNmUZ1*PqLY2~|qGWitc$qjZuy!EEL zuAi>1ytKz>$AcjY4(s>oIg1N96L}r;Yn{mVn?t{qjHBFMn76AMyTc z#r}^<@!$UOzpM0*M*jy^tbhBQ|94*ayZZlV^nb5L|84L5UA}+B`~N@j{=aC8e^mV+ zSM@&{{onf2=iln*|BDNMx5Ymi{f}$(-xmDuD*dy-{ Date: Tue, 19 May 2026 12:58:57 +0800 Subject: [PATCH 3/8] dev(narugo1992): revert jaraco spec workaround --- test/tools/test_generate_spec.py | 16 +-------------- tools/generate_spec.py | 34 +------------------------------- 2 files changed, 2 insertions(+), 48 deletions(-) diff --git a/test/tools/test_generate_spec.py b/test/tools/test_generate_spec.py index 26a62a4..8110278 100644 --- a/test/tools/test_generate_spec.py +++ b/test/tools/test_generate_spec.py @@ -7,25 +7,11 @@ pytestmark = pytest.mark.unittest -def test_runtime_helper_packages_are_collected_for_freezing(): +def test_transliterator_runtime_tables_are_collected_for_freezing(): from tools import generate_spec assert "anyascii._data" in generate_spec.HIDDEN_IMPORTS assert "unidecode" in generate_spec.HIDDEN_IMPORTS assert "unidecode.util" in generate_spec.HIDDEN_IMPORTS - assert "jaraco" in generate_spec.HIDDEN_IMPORTS - assert "jaraco.context" in generate_spec.HIDDEN_IMPORTS - assert "jaraco.functools" in generate_spec.HIDDEN_IMPORTS assert "anyascii" in generate_spec.PACKAGE_DATAS assert "unidecode" in generate_spec.PACKAGE_DATAS - assert "jaraco" in generate_spec.PACKAGE_DATAS - - -def test_spec_collects_real_jaraco_namespace_for_keyring(): - from tools import generate_spec - - content, _ = generate_spec.generate_spec() - - assert "def _use_standalone_jaraco" in content - assert "_jaraco_hidden = collect_submodules('jaraco')" in content - assert "+ _animedex_hidden + _jaraco_hidden" in content diff --git a/tools/generate_spec.py b/tools/generate_spec.py index b4d72ba..749dc53 100644 --- a/tools/generate_spec.py +++ b/tools/generate_spec.py @@ -102,11 +102,6 @@ # depend on PyInstaller's current collection heuristics. "unidecode", "unidecode.util", - # ``keyring`` imports these at runtime, and PyInstaller's setuptools - # vendor hook can otherwise treat the jaraco namespace as already handled. - "jaraco", - "jaraco.context", - "jaraco.functools", ] PACKAGE_DATAS = [ @@ -117,9 +112,6 @@ # Required by ``unidecode.unidecode`` after freezing; the package's # transliteration tables are loaded lazily by code-point block. "unidecode", - # Required by ``keyring`` after freezing. The package is a PEP 420 - # namespace package, so keep its data collection explicit. - "jaraco", # Required by ``zoneinfo.ZoneInfo`` on platforms that do not ship an # IANA timezone database, most notably Windows. "tzdata", @@ -157,36 +149,12 @@ def collect_datas() -> list: # any change here will be overwritten on the next `make build`. from PyInstaller.utils.hooks import collect_data_files, collect_submodules -from PyInstaller.utils.hooks import setuptools as _pyi_setuptools_hooks - -# PyInstaller 6.20 with setuptools 82 may report duplicate aliases for -# setuptools-vendored namespace packages such as jaraco. The module graph -# rejects duplicate alias registration, so deduplicate at the generator edge. -_orig_get_vendored_aliases = _pyi_setuptools_hooks.SetuptoolsInfo.get_vendored_aliases -_orig_is_vendored = _pyi_setuptools_hooks.SetuptoolsInfo.is_vendored - -def _use_standalone_jaraco(self, module_name): - if module_name == "jaraco" or module_name.startswith("jaraco."): - return False - return _orig_is_vendored(self, module_name) - -def _dedup_get_vendored_aliases(self, module_name): - _seen = set() - for _pair in _orig_get_vendored_aliases(self, module_name): - if _pair in _seen: - continue - _seen.add(_pair) - yield _pair - -_pyi_setuptools_hooks.SetuptoolsInfo.is_vendored = _use_standalone_jaraco -_pyi_setuptools_hooks.SetuptoolsInfo.get_vendored_aliases = _dedup_get_vendored_aliases # Walk the animedex package and pick up every importable submodule. # This is necessary because animedex/diag/selftest.py uses # importlib.import_module() to smoke-test the substrate, and the # static analyser cannot follow dynamic imports. _animedex_hidden = collect_submodules('animedex') -_jaraco_hidden = collect_submodules('jaraco') _package_datas = [] for _package in {package_datas!r}: _package_datas += collect_data_files(_package) @@ -196,7 +164,7 @@ def _dedup_get_vendored_aliases(self, module_name): pathex=[], binaries=[], datas={datas!r} + _package_datas, - hiddenimports={hidden!r} + _animedex_hidden + _jaraco_hidden, + hiddenimports={hidden!r} + _animedex_hidden, hookspath=[], hooksconfig={{}}, runtime_hooks=[], From 4283328cde49b55c352ea18a1a70dcfe64ab2912 Mon Sep 17 00:00:00 2001 From: narugo1992 Date: Tue, 19 May 2026 15:42:12 +0800 Subject: [PATCH 4/8] dev(narugo1992): refine targeted enhance queries --- animedex/diag/selftest.py | 18 + animedex/enhance/__init__.py | 78 +- animedex/enhance/_heuristics.py | 139 +- animedex/entry/enhance.py | 28 +- animedex/render/tty.py | 13 +- docs/source/_static/gifs/enhance.gif | Bin 403782 -> 189863 bytes docs/source/_static/gifs/enhance.tape | 17 +- docs/source/api_doc/enhance/_heuristics.rst | 24 + requirements.txt | 2 + test/enhance/test_suggest.py | 119 +- test/entry/test_enhance.py | 17 +- test/tools/test_generate_spec.py | 2 + tools/generate_spec.py | 6 + tools/search_eval/__init__.py | 1 + tools/search_eval/enrich_mal_cjk_samples.py | 348 + tools/search_eval/eval_mal_cjk100.py | 437 + tools/search_eval/merge_title_enrichment.py | 171 + .../runs/mal_cjk100_runtime/cells.jsonl | 746 + .../runs/mal_cjk100_runtime/meta.json | 4 + .../runs/mal_cjk100_runtime/summary.json | 330 + .../runs/mal_cjk100_runtime/summary.md | 56 + .../samples/mal_multilingual_anime100.json | 7396 +++++++ .../mal_multilingual_anime100_enriched.json | 16620 ++++++++++++++++ .../samples/title_enrichment_shard_01.json | 488 + .../samples/title_enrichment_shard_02.json | 1000 + .../samples/title_enrichment_shard_03.json | 988 + .../samples/title_enrichment_shard_04.json | 944 + .../samples/title_enrichment_shard_05.json | 1293 ++ .../title_enrichment_shard_manual.json | 327 + tools/search_eval/scoring.py | 149 + 30 files changed, 31698 insertions(+), 63 deletions(-) create mode 100644 tools/search_eval/__init__.py create mode 100644 tools/search_eval/enrich_mal_cjk_samples.py create mode 100644 tools/search_eval/eval_mal_cjk100.py create mode 100644 tools/search_eval/merge_title_enrichment.py create mode 100644 tools/search_eval/runs/mal_cjk100_runtime/cells.jsonl create mode 100644 tools/search_eval/runs/mal_cjk100_runtime/meta.json create mode 100644 tools/search_eval/runs/mal_cjk100_runtime/summary.json create mode 100644 tools/search_eval/runs/mal_cjk100_runtime/summary.md create mode 100644 tools/search_eval/samples/mal_multilingual_anime100.json create mode 100644 tools/search_eval/samples/mal_multilingual_anime100_enriched.json create mode 100644 tools/search_eval/samples/title_enrichment_shard_01.json create mode 100644 tools/search_eval/samples/title_enrichment_shard_02.json create mode 100644 tools/search_eval/samples/title_enrichment_shard_03.json create mode 100644 tools/search_eval/samples/title_enrichment_shard_04.json create mode 100644 tools/search_eval/samples/title_enrichment_shard_05.json create mode 100644 tools/search_eval/samples/title_enrichment_shard_manual.json create mode 100644 tools/search_eval/scoring.py diff --git a/animedex/diag/selftest.py b/animedex/diag/selftest.py index ffe7fa9..9f5e060 100644 --- a/animedex/diag/selftest.py +++ b/animedex/diag/selftest.py @@ -419,6 +419,22 @@ def _smoke_jaconv() -> None: assert jaconv.hira2kata("\u305d\u30fc\u3069\u3042\u30fc\u3068") == "\u30bd\u30fc\u30c9\u30a2\u30fc\u30c8" +def _smoke_opencc() -> None: + """Smoke-test OpenCC converter dictionaries.""" + from opencc import OpenCC + + assert OpenCC("s2t").convert("\u846c\u9001\u7684\u8299\u8389\u83b2") == "\u846c\u9001\u7684\u8299\u8389\u84ee" + assert OpenCC("t2s").convert("\u846c\u9001\u7684\u8299\u8389\u84ee") == "\u846c\u9001\u7684\u8299\u8389\u83b2" + + +def _smoke_romkan() -> None: + """Smoke-test romkan romaji/kana conversion tables.""" + import romkan + + assert romkan.to_katakana("kimetsu no yaiba") == "\u30ad\u30e1\u30c4 \u30ce \u30e4\u30a4\u30d0" + assert romkan.to_hiragana("bocchi za rokku") == "\u307c\u3063\u3061 \u3056 \u308d\u3063\u304f" + + def _smoke_unidecode() -> None: """Smoke-test Unidecode transliteration tables.""" from unidecode import unidecode @@ -446,6 +462,8 @@ def _smoke_tzdata() -> None: ("jq", _smoke_jq), ("anyascii", _smoke_anyascii), ("jaconv", _smoke_jaconv), + ("opencc_python_reimplemented", _smoke_opencc), + ("romkan", _smoke_romkan), ("unidecode", _smoke_unidecode), ("tzdata", _smoke_tzdata), ) diff --git a/animedex/enhance/__init__.py b/animedex/enhance/__init__.py index 888d25b..7e972a8 100644 --- a/animedex/enhance/__init__.py +++ b/animedex/enhance/__init__.py @@ -3,9 +3,9 @@ The public :func:`suggest` API is a local, stateless assistant for ``animedex search``. It does not execute searches and does not inspect fixtures or caches at runtime. Instead, it combines deterministic query -rewrite heuristics with a static table distilled from the repository's -50-seed search-eval run, so callers get a small set of source-specific -variants instead of a flat bag of every possible rewrite. +rewrite heuristics with source-specific search profiles, so callers get +a small set of source-specific variants instead of a flat bag of every +possible rewrite. """ from __future__ import annotations @@ -16,7 +16,7 @@ from animedex.agg._type_routes import backends_for_type, validate_entity_type from animedex.models.common import ApiError -from ._heuristics import build_variants, looks_cjk +from ._heuristics import build_variants, looks_cjk, looks_han, looks_hangul, looks_japanese, looks_latin from .models import EnhanceResult, EnhanceSuggestion, EnhanceTarget @@ -55,13 +55,26 @@ class _TargetProfile: entity_type=None, source="generic", accepts="Plain text search query; pass --type for backend-specific measured guidance.", - guidance="Use raw first, then only the structural cleanup variants that actually change the string.", + guidance="Use raw first, then only deterministic script or structural cleanup variants that change the string.", evidence="Local deterministic cleanup only; no backend selected.", - variant_ids=("strip_parenthetical", "strip_dash_suffix", "first_token"), + variant_ids=( + "strip_parenthetical", + "strip_dash_suffix", + "first_token", + "romaji_to_katakana", + "zh_simplified", + "zh_traditional", + "zh_taiwan", + "zh_hong_kong", + "hangul_latin", + "han_latin", + ), ) _GENERIC_CLEANUP_IDS = ("nfkc", "jaconv_norm", "lowercase_strip_punct") -_CJK_FALLBACK_IDS = ("kata2hira", "anyascii", "unidecode") +_JAPANESE_SCRIPT_IDS = ("jaconv_norm", "hira2kata", "kata2hira") +_CHINESE_SCRIPT_IDS = ("zh_simplified", "zh_traditional", "zh_taiwan", "zh_hong_kong") +_LATIN_ROMAJI_IDS = ("romaji_to_katakana",) _TARGET_PROFILES: Dict[Tuple[str, str], _TargetProfile] = { ("anime", "anilist"): _TargetProfile( @@ -286,9 +299,16 @@ class _TargetProfile: "raw": "baseline", "nfkc": "accepted anywhere plain text search is accepted when input uses full-width forms.", "jaconv_norm": "accepted anywhere Japanese plain text search is accepted when input mixes width forms.", - "kata2hira": "CJK fallback; useful only after raw/native-title search misses.", - "anyascii": "CJK Latin fallback; the eval did not find broad reliable rescue, so use late.", - "unidecode": "Alternative CJK Latin fallback; the eval did not find broad reliable rescue, so use late.", + "hira2kata": "Japanese kana fold; useful only for kana-only input after raw/native-title search misses.", + "kata2hira": "Kana fallback; useful only after raw/native-title search misses.", + "romaji_to_katakana": "Romanized Japanese to katakana; emitted only when conversion leaves no Latin residue.", + "zh_simplified": "Chinese Simplified fold for backends whose title index stores Simplified text.", + "zh_traditional": "Chinese Traditional fold for backends whose title index stores Traditional text.", + "zh_taiwan": "Taiwan Traditional fold for phrase-level OpenCC differences.", + "zh_hong_kong": "Hong Kong Traditional fold for phrase-level OpenCC differences.", + "hangul_latin": "Hangul romanization fallback; useful only for sources that do not index Hangul well.", + "han_latin": "Han romanization fallback; use only when no backend-specific CJK guidance is available.", + "unidecode": "Alternative CJK Latin transliteration via unidecode; use late because it is not Japanese-context romanization.", "lowercase_strip_punct": "cleanup fallback for accidental punctuation and case noise.", } @@ -317,10 +337,22 @@ def _source_list(entity_type: Optional[str], source: Optional[str]) -> List[_Tar def _variant_ids_for(profile: _TargetProfile, query: str) -> Tuple[str, ...]: ordered = ["raw"] - ordered.extend(profile.variant_ids) - ordered.extend(_GENERIC_CLEANUP_IDS) - if profile.allow_script_fallback and looks_cjk(query): - ordered.extend(_CJK_FALLBACK_IDS) + if profile.entity_type is None: + ordered.extend(profile.variant_ids) + elif not looks_cjk(query): + ordered.extend(profile.variant_ids) + if profile.entity_type in {"anime", "manga"} and profile.source != "ann" and looks_latin(query): + ordered.extend(_LATIN_ROMAJI_IDS) + if profile.entity_type != "anime" or not looks_cjk(query): + ordered.extend(_GENERIC_CLEANUP_IDS) + if profile.allow_script_fallback and profile.entity_type in {"anime", "manga"}: + if looks_japanese(query): + ordered.append("jaconv_norm") + if not looks_han(query): + ordered.extend(_JAPANESE_SCRIPT_IDS) + elif looks_han(query) and not looks_hangul(query): + if profile.source != "ann": + ordered.extend(_CHINESE_SCRIPT_IDS) seen = set() out = [] for variant_id in ordered: @@ -346,7 +378,8 @@ def _notes_for(profile: _TargetProfile, variant_id: str) -> List[str]: def _target_for(profile: _TargetProfile, query: str, *, limit_per_source: Optional[int]) -> EnhanceTarget: variants = build_variants(query) suggestions: List[EnhanceSuggestion] = [] - for variant_id in _variant_ids_for(profile, query): + ordered_variant_ids = list(_variant_ids_for(profile, query)) + for variant_id in ordered_variant_ids: variant = variants.get(variant_id) if variant is None: continue @@ -417,7 +450,7 @@ def selftest() -> bool: """Smoke-test targeted enhance advice. Confirms the two highest-risk advice paths: manga annotation - stripping for AniList and CJK fallback generation for anime search. + stripping for AniList and Japanese-safe CJK fallback generation for anime search. The smoke stays entirely offline. :return: ``True`` on success. @@ -428,7 +461,18 @@ def selftest() -> bool: assert ids[:2] == ["raw", "strip_parenthetical"] cjk = suggest("葬送のフリーレン", entity_type="anime", source="jikan") cjk_ids = {item.variant_id for item in cjk.targets[0].suggestions} - assert {"kata2hira", "anyascii", "unidecode"} <= cjk_ids + assert cjk_ids == {"raw"} + ann = suggest("葬送のフリーレン", entity_type="anime", source="ann") + ann_ids = {item.variant_id for item in ann.targets[0].suggestions} + assert ann_ids == {"raw"} + assert "han_latin" not in cjk_ids + assert "unidecode" not in cjk_ids + zh = suggest("葬送的芙莉莲", entity_type="anime", source="jikan") + zh_ids = {item.variant_id for item in zh.targets[0].suggestions} + assert "zh_traditional" in zh_ids + ko = suggest("장송의 프리렌", entity_type="anime", source="ann") + ko_ids = {item.variant_id for item in ko.targets[0].suggestions} + assert ko_ids == {"raw"} return True diff --git a/animedex/enhance/_heuristics.py b/animedex/enhance/_heuristics.py index 4f4d763..4d6b532 100644 --- a/animedex/enhance/_heuristics.py +++ b/animedex/enhance/_heuristics.py @@ -14,7 +14,9 @@ from typing import Dict, Optional import jaconv +import romkan from anyascii import anyascii +from opencc import OpenCC from unidecode import unidecode @@ -35,11 +37,17 @@ class QueryVariant: rationale: str +_HAN_RE = re.compile(r"[㐀-鿿]") +_HANGUL_RE = re.compile(r"[가-힯]") +_KANA_RE = re.compile(r"[぀-ヿ]") _CJK_RE = re.compile(r"[぀-ヿ㐀-鿿가-힯]") +_LATIN_RE = re.compile(r"[A-Za-z]") +_ROMAJI_ALLOWED_CHARS = frozenset("abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789 .,'!?:;\"-_/()[]{}&+") _PAREN_OR_TILDE_SUFFIX = re.compile(r"\s*(?:\([^)]*\)|~[^~]*~|【[^】]*】|\[[^\]]*\])\s*$") _DASH_OR_COLON_SUFFIX = re.compile(r"\s*[-–—:]\s*[^-–—:]+\s*$") _TOKEN_BREAK_RE = re.compile(r"[\s　.,!?:;\"'\-_/()\[\]{}【】~]+") _NON_WORD_RE = re.compile(r"[\W_]+", re.UNICODE) +_OPENCC_CONVERTERS: Dict[str, OpenCC] = {} def looks_cjk(value: Optional[str]) -> bool: @@ -53,6 +61,56 @@ def looks_cjk(value: Optional[str]) -> bool: return bool(value and _CJK_RE.search(value)) +def looks_han(value: Optional[str]) -> bool: + """Return whether ``value`` contains Han characters. + + :param value: Query string to inspect. + :type value: str or None + :return: ``True`` when a Han codepoint is present. + :rtype: bool + """ + return bool(value and _HAN_RE.search(value)) + + +def looks_hangul(value: Optional[str]) -> bool: + """Return whether ``value`` contains Hangul syllables. + + :param value: Query string to inspect. + :type value: str or None + :return: ``True`` when a Hangul syllable is present. + :rtype: bool + """ + return bool(value and _HANGUL_RE.search(value)) + + +def looks_japanese(value: Optional[str]) -> bool: + """Return whether ``value`` contains Japanese kana. + + Kana is a reliable signal that generic Han transliterators should + not be used as Japanese romanizers. ``anyascii`` and ``unidecode`` + do not know the Japanese reading for kanji in context, so mixed + kanji/kana titles such as ``葬送のフリーレン`` otherwise become + Chinese-reading Latin probes. + + :param value: Query string to inspect. + :type value: str or None + :return: ``True`` when hiragana or katakana is present. + :rtype: bool + """ + return bool(value and _KANA_RE.search(value)) + + +def looks_latin(value: Optional[str]) -> bool: + """Return whether ``value`` contains Latin letters. + + :param value: Query string to inspect. + :type value: str or None + :return: ``True`` when a Latin letter is present. + :rtype: bool + """ + return bool(value and _LATIN_RE.search(value)) + + def _clean_spaces(value: str) -> str: return " ".join(value.strip().split()) @@ -81,14 +139,43 @@ def _first_token(value: str) -> str: return tokens[0] if tokens else value +def _opencc_convert(conversion: str, value: str) -> str: + converter = _OPENCC_CONVERTERS.get(conversion) + if converter is None: + converter = OpenCC(conversion) + _OPENCC_CONVERTERS[conversion] = converter + return converter.convert(value) + + +def _romaji_to_katakana(value: str) -> str: + if any(char not in _ROMAJI_ALLOWED_CHARS for char in value): + return value + converted = romkan.to_katakana(value.casefold()) + if looks_latin(converted): + return value + return converted + + +def _hangul_latin(value: str) -> str: + converted = anyascii(value) + return _clean_spaces(converted) + + def _rationale(variant_id: str) -> str: return { "raw": "Original input, kept as the baseline query.", "nfkc": "Unicode NFKC fold, useful for full-width digits and punctuation.", "jaconv_norm": "Japanese-aware width and voiced-kana normalization via jaconv.", + "hira2kata": "Hiragana-to-katakana fold for indexes that store Japanese titles in katakana.", "kata2hira": "Katakana-to-hiragana fold for indexes that normalize kana in one direction.", - "anyascii": "Best-effort Latin transliteration via anyascii; use as a last-resort alias probe.", - "unidecode": "Alternative Latin transliteration via unidecode; it segments CJK text differently.", + "romaji_to_katakana": "Hepburn-style romaji-to-katakana fold for romanized Japanese titles.", + "zh_simplified": "Chinese Simplified fold via OpenCC, useful when a catalogue stores the other script.", + "zh_traditional": "Chinese Traditional fold via OpenCC, useful when a catalogue stores the other script.", + "zh_taiwan": "Traditional Chinese Taiwan phrase fold via OpenCC.", + "zh_hong_kong": "Traditional Chinese Hong Kong phrase fold via OpenCC.", + "hangul_latin": "Best-effort Hangul romanization via anyascii; use only after Hangul search misses.", + "han_latin": "Best-effort Han romanization via anyascii; use only after Han-script search misses.", + "unidecode": "Alternative CJK Latin transliteration via unidecode; it segments text differently.", "strip_parenthetical": "Drops trailing edition, scanlation, or annotation text in brackets.", "strip_dash_suffix": "Drops trailing dash or colon subtitles while keeping the lead title.", "first_token": "Keeps the leading token for catalogues that penalize long annotated titles.", @@ -133,13 +220,29 @@ def _push(variant_id: str, value: str) -> None: _push("strip_parenthetical", _strip_parenthetical(raw)) _push("strip_dash_suffix", _strip_dash_suffix(raw)) _push("first_token", _first_token(raw)) - if looks_cjk(raw): + if looks_japanese(raw): try: + _push("hira2kata", jaconv.hira2kata(raw)) _push("kata2hira", jaconv.kata2hira(raw)) except Exception: pass - _push("anyascii", anyascii(raw)) - _push("unidecode", unidecode(raw)) + elif looks_latin(raw) and not looks_cjk(raw): + _push("romaji_to_katakana", _romaji_to_katakana(raw)) + if looks_han(raw) and not looks_japanese(raw) and not looks_hangul(raw): + try: + _push("zh_simplified", _opencc_convert("t2s", raw)) + _push("zh_traditional", _opencc_convert("s2t", raw)) + _push("zh_taiwan", _opencc_convert("s2tw", raw)) + _push("zh_hong_kong", _opencc_convert("s2hk", raw)) + except Exception: + pass + if not looks_latin(raw): + _push("han_latin", anyascii(raw)) + _push("unidecode", unidecode(raw)) + if looks_hangul(raw): + _push("hangul_latin", _hangul_latin(raw)) + if not looks_latin(raw): + _push("unidecode", unidecode(raw)) _push("lowercase_strip_punct", _lowercase_strip_punct(raw)) return out @@ -157,11 +260,29 @@ def selftest() -> bool: assert variants["raw"].query == "Chainsaw Man (Official Colored)" assert variants["strip_parenthetical"].query == "Chainsaw Man" assert variants["first_token"].query == "Chainsaw" - cjk = build_variants("葬送のフリーレン") - assert "kata2hira" in cjk - assert "anyascii" in cjk + cjk = build_variants("東京") + assert "han_latin" in cjk assert "unidecode" in cjk + japanese = build_variants("葬送のフリーレン") + assert "kata2hira" in japanese + assert "han_latin" not in japanese + assert "unidecode" not in japanese + chinese = build_variants("葬送的芙莉莲") + assert chinese["zh_traditional"].query == "葬送的芙莉蓮" + romaji = build_variants("kimetsu no yaiba") + assert romaji["romaji_to_katakana"].query == "キメツ ノ ヤイバ" + assert "romaji_to_katakana" not in build_variants("Frieren") + hangul = build_variants("장송의 프리렌") + assert "hangul_latin" in hangul return True -__all__ = ["QueryVariant", "build_variants", "looks_cjk"] +__all__ = [ + "QueryVariant", + "build_variants", + "looks_cjk", + "looks_han", + "looks_hangul", + "looks_japanese", + "looks_latin", +] diff --git a/animedex/entry/enhance.py b/animedex/entry/enhance.py index e21c7ab..abcfa95 100644 --- a/animedex/entry/enhance.py +++ b/animedex/entry/enhance.py @@ -18,23 +18,22 @@ "--limit-per-source", type=int, default=None, - help="Cap suggestions per source, including the raw baseline.", + help="Cap emitted queries per source, including the raw baseline.", ) @click.option("--jq", "jq_expr", default=None, help="Filter JSON output through jq. Forces JSON mode.") @click.option("--json", "json_flag", is_flag=True, default=False, help="Always emit JSON.") def enhance_command(query, entity_type, source, limit_per_source, jq_expr, json_flag) -> None: - """Suggest source-targeted search-query rewrites. + """Emit source-targeted search queries. The command is local and stateless. It does not call upstream - services, does not inspect fixtures, and does not run search for - you. It returns a small set of source-specific query variants so a - human or agent can decide which follow-up ``animedex search`` calls - to run. + services and does not run search for you. It returns a small, + deterministic query set for each selected backend, using local + rewrite rules and source-specific search profiles. - Use --type to get measured per-backend advice. Use --source with a + Use --type to get per-backend output. Use --source with a comma-separated allowlist to focus on one backend or a small set of - backends for that type. Without --type, the command emits only - generic cleanup advice. + backends for that type. Without --type, the command emits generic + cleanup output only. \b Examples: @@ -49,12 +48,11 @@ def enhance_command(query, entity_type, source, limit_per_source, jq_expr, json_ Rate limit: not applicable (local-only). --- LLM Agent Guidance --- - Use this before broad aggregate searches when the user's query may - contain edition labels, subtitles, punctuation noise, or CJK text. - Prefer `--type` and, when you already know the target backend, - `--source` so the output stays source-specific. The command only - suggests variants; it never executes search and never filters the - user's original query. + Use this before aggregate searches when the user's query may need + backend-specific script conversion or cleanup. Prefer `--type`; omit + `--source` when you want all backends for that type in one pass. + The command only emits deterministic offline query strings; it + never executes search and never calls an LLM or online lookup. --- End --- """ try: diff --git a/animedex/render/tty.py b/animedex/render/tty.py index c75d1ab..725fca6 100644 --- a/animedex/render/tty.py +++ b/animedex/render/tty.py @@ -1002,18 +1002,11 @@ def _format_enhance_result_tty(result: EnhanceResult) -> str: if result.source: bits.append(f"source={result.source}") suffix = f" ({', '.join(bits)})" if bits else "" - print(f"Enhance suggestions for {result.input!r}{suffix}", file=out) + print(f"Enhance queries for {result.input!r}{suffix}", file=out) for target in result.targets: label = f"{target.entity_type}/{target.source}" if target.entity_type else target.source - print(f" {label}", file=out) - print(f" Accepts: {target.accepts}", file=out) - print(f" Strategy: {target.guidance}", file=out) - print(f" Evidence: 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