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Align ES scoring with LogicV2 a bit #1094

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Align ES scoring with LogicV2 a bit #1094

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ddfdb49
Introduce boosts for typed ES matches
pudo Apr 7, 2026
a7023a9
Align ES query weighting with LogicV2 scoring priorities
pudo Apr 7, 2026
b32efa6
Remove plans/ from tracking
pudo Apr 7, 2026
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23 changes: 19 additions & 4 deletions yente/search/queries.py
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Original file line number Diff line number Diff line change
Expand Up @@ -25,12 +25,26 @@
{"entity_id": {"order": "asc", "unmapped_type": "keyword"}},
]

# Boost factors for non-name property types in entity queries, reflecting their
# relative importance in the LogicV2 scoring algorithm. Identifiers are near-
# deterministic match signals (0.85-0.98 weight in LogicV2), dates are highly
# discriminating, countries are modestly informative.
TYPE_BOOSTS = {
registry.identifier: 8.0,
registry.date: 3.0,
registry.phone: 3.0,
registry.email: 3.0,
registry.country: 1.5,
}

# Boost factors for symbol categories to demote low-information name parts.
SYMBOL_BOOSTS = {
Symbol.Category.NUMERIC: 1.4,
Symbol.Category.LOCATION: 1.1,
Symbol.Category.NUMERIC: 1.3,
Symbol.Category.LOCATION: 0.8,
Symbol.Category.ORG_CLASS: 0.7,
Symbol.Category.SYMBOL: 0.8,
Symbol.Category.SYMBOL: 0.3,
Symbol.Category.NICK: 0.8,
Symbol.Category.DOMAIN: 0.7,
}


Expand Down Expand Up @@ -201,7 +215,8 @@ def entity_query(
query = {"match": {prop.type.group: value}}
shoulds.append(query)
elif prop.type.group is not None:
shoulds.append(tq(prop.type.group, value))
boost = TYPE_BOOSTS.get(prop.type, 1.0)
shoulds.append(tq(prop.type.group, value, boost))

return filter_query(
dataset,
Expand Down
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