Progressive title truncation, publisher tiebreak, thematic-year fix

Long transcribed box titles that defeat search now retry with shorter
heads (pre-separator, pre-"Game ..." descriptor, first-two-words from
the pre-subtitle part) matched exact-only against the head — fuzzy
thresholds stay untouched. Tie-breaks gain a publisher pick: when the
box showed a publisher and exactly one exact-named candidate is from
that publisher, it wins (SPI's Sorcerer 1975 now beats the more-owned
White Wizard Sorcerer 2019). The extract prompt excludes thematic/
subject years from year_hint; re-extracting Flat Top's photo drops the
bogus 1942, and a regression test pins that a wrong year can never
drive version selection. Re-extraction also drifted two transcriptions
(DUNGEON!, and Herbaceous misread as "Hebarceos") — fixtures added; the
misread demos review's re-search rescue in the end-to-end run.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This commit is contained in:
Eric Wagoner
2026-08-01 14:14:15 -04:00
co-authored by Claude Fable 5
parent 09274e039c
commit 4a466f2a68
10 changed files with 218 additions and 25 deletions
+5 -1
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@@ -47,7 +47,11 @@ Respond with ONLY a JSON array, no prose, where each element is:
"publisher_hint": "publisher name or logo if legible, else null",
"edition_hint": "edition wording if visible ('2nd Edition', 'Deluxe',
'Big Box', anniversary marks), else null",
"year_hint": copyright/print year as an integer if legible, else null,
"year_hint": copyright or publication year as an integer, ONLY if printed
as publishing info (copyright line, edition year). NEVER use
a year that is part of the game's title, theme, or subject
matter — a wargame about 1942 is not published in 1942.
When unsure whether a year is thematic, use null,
"language_hint": "language of the box text if determinable, else null",
"art_notes": "distinctive box-art notes (colorway, artwork style) that
could identify the edition, else null"
+5
View File
@@ -38,6 +38,7 @@ class ThingDetails:
type: str
owned: int | None = None
rank: int | None = None
publishers: tuple[str, ...] = field(default=())
versions: tuple[GameVersion, ...] = field(default=())
@@ -124,6 +125,10 @@ def parse_things(xml_text: str) -> list[ThingDetails]:
type=item.get("type", "boardgame"),
owned=_attr_int(item.find(".//ratings/owned")),
rank=_attr_int(rank_elem),
publishers=tuple(
link.get("value", "")
for link in item.findall("link[@type='boardgamepublisher']")
),
versions=tuple(versions),
)
)
+75 -6
View File
@@ -11,6 +11,7 @@ from __future__ import annotations
import csv
import json
import os
import re
from dataclasses import dataclass, field
from pathlib import Path
@@ -76,6 +77,7 @@ class Candidate:
fuzzy: float
owned: int | None = None
rank: int | None = None
publishers: list[str] = field(default_factory=list)
def as_json(self) -> dict:
return {
@@ -151,15 +153,55 @@ def load_titles(path: Path) -> list[TitleEntry]:
return entries
def _plausible_candidates(client: BGGClient, entry: TitleEntry) -> list[Candidate]:
"""Search BGG and keep exact-normalized or fuzzy>=90 candidates, one per id."""
_SEPARATORS = ("", " ", " - ", ": ", "; ")
_GAME_WORD = re.compile(r"\s+(?:the\s+|a\s+)?game\b", re.IGNORECASE)
def _truncation_heads(title_raw: str) -> list[str]:
"""Progressively shorter heads for box titles whose printed subtitle
defeats search ("CIVILIZATION Game of the Heroic Age - ..."): text
before the first subtitle separator, before a "(The) Game ..."
descriptor, then the first two words as a last resort."""
heads: list[str] = []
sep_head = next(
(title_raw.split(sep)[0] for sep in _SEPARATORS if sep in title_raw), None
)
if sep_head:
heads.append(sep_head)
match = _GAME_WORD.search(title_raw)
if match and match.start() > 0:
heads.append(title_raw[: match.start()])
# last resort: first two words — of the pre-subtitle part, so a title
# like "Blorvath: Quest of the Zzyzx" never yields "Blorvath: Quest"
words = (sep_head or title_raw).split()
if len(words) > 2:
heads.append(" ".join(words[:2]))
seen: set[str] = {normalize_title(title_raw)}
unique: list[str] = []
for head in heads:
norm = normalize_title(head)
if norm and norm not in seen:
seen.add(norm)
unique.append(head)
return unique[:3]
def _plausible_candidates(
client: BGGClient, entry: TitleEntry, query: str, head_normalized: str = ""
) -> list[Candidate]:
"""Search BGG and keep plausible candidates, one per id: exact-normalized
or fuzzy>=90 against the FULL title, or — on truncated retries — exact
(only exact: truncation must stay conservative) against the head."""
by_id: dict[int, Candidate] = {}
for result in client.search(entry.title_raw):
for result in client.search(query):
norm = normalize_title(result.name)
exact = norm == entry.title_normalized
fuzzy = fuzz.token_sort_ratio(norm, entry.title_normalized)
if not exact and fuzzy < FUZZY_THRESHOLD:
continue
if not (head_normalized and norm == head_normalized):
continue
exact = True # head-exact counts as strong, nothing weaker does
candidate = Candidate(
bgg_id=result.bgg_id,
name=result.name,
@@ -194,8 +236,9 @@ def _classify(client: BGGClient, entry: TitleEntry, cands: list[Candidate]) -> M
if c.bgg_id in stats:
c.owned = stats[c.bgg_id].owned
c.rank = stats[c.bgg_id].rank
c.publishers = list(stats[c.bgg_id].publishers)
row.candidates = top
chosen = _dominant(top)
chosen = _publisher_pick(entry, top) or _dominant(top)
if chosen is None:
row.match_status = "ambiguous"
return row
@@ -209,6 +252,23 @@ def _classify(client: BGGClient, entry: TitleEntry, cands: list[Candidate]) -> M
return row
def _publisher_pick(entry: TitleEntry, top: list[Candidate]) -> Candidate | None:
"""When a publisher was legible on the box, and exactly one exact-named
candidate is from that publisher, that's the game."""
if not entry.publisher_hint:
return None
hint = normalize_title(entry.publisher_hint)
matches = [
c
for c in top
if c.exact
and any(
fuzz.partial_ratio(hint, normalize_title(p)) >= 85 for p in c.publishers
)
]
return matches[0] if len(matches) == 1 else None
def _dominant(top: list[Candidate]) -> Candidate | None:
"""The single clear winner among plausible candidates, if any.
@@ -291,7 +351,16 @@ def _resolve_version(client: BGGClient, entry: TitleEntry, row: MatchRow) -> Non
def resolve_entry(client: BGGClient, entry: TitleEntry) -> MatchRow:
row = _classify(client, entry, _plausible_candidates(client, entry))
cands = _plausible_candidates(client, entry, entry.title_raw)
if not cands:
# Long transcribed box titles ("CIVILIZATION Game of the Heroic
# Age - ...") defeat search: retry with progressively shorter heads
# instead of loosening the fuzzy threshold.
for head in _truncation_heads(entry.title_raw):
cands = _plausible_candidates(client, entry, head, normalize_title(head))
if cands:
break
row = _classify(client, entry, cands)
if row.match_status == "auto":
_resolve_version(client, entry, row)
return row