Triple

T14583173
Position Surface form Disambiguated ID Type / Status
Subject Outagamie County, Wisconsin E342243 entity
Predicate isPartOfCombinedStatisticalArea P294 FINISHED
Object Appleton–Oshkosh–Neenah combined statistical area E375553 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Appleton–Oshkosh–Neenah combined statistical area | Statement: [Outagamie County, Wisconsin, isPartOfCombinedStatisticalArea, Appleton–Oshkosh–Neenah combined statistical area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Appleton–Oshkosh–Neenah combined statistical area
Context triple: [Outagamie County, Wisconsin, isPartOfCombinedStatisticalArea, Appleton–Oshkosh–Neenah combined statistical area]
  • A. Appleton–Oshkosh–Neenah metropolitan area chosen
    The Appleton–Oshkosh–Neenah metropolitan area is a regional urban and economic hub in Wisconsin centered on the Fox River cities of Appleton, Oshkosh, and Neenah.
  • B. Milwaukee–Racine–Waukesha combined statistical area
    The Milwaukee–Racine–Waukesha combined statistical area is a U.S. Census–defined multi-county metropolitan region in southeastern Wisconsin centered on the cities of Milwaukee, Racine, and Waukesha.
  • C. Waukesha metropolitan area
    The Waukesha metropolitan area is a suburban region in southeastern Wisconsin centered on the city of Waukesha, functioning largely as part of the greater Milwaukee urban and economic sphere.
  • D. Green Bay metropolitan area
    The Green Bay metropolitan area is an urban and economic hub in northeastern Wisconsin centered around the city of Green Bay, known for its manufacturing, shipping, and strong sports culture.
  • E. Eau Claire–Chippewa Falls metropolitan area
    The Eau Claire–Chippewa Falls metropolitan area is a regional urban and economic hub in western Wisconsin centered around the cities of Eau Claire and Chippewa Falls.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4209b988190ad2a7b2dead8ffed completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94ba235c81909e0408ccf2be9628 completed May 8, 2026, 7:46 a.m.
Created at: April 10, 2026, 1:24 a.m.