Triple

T16642552
Position Surface form Disambiguated ID Type / Status
Subject Menasha, Wisconsin E404377 entity
Predicate partOf P40 FINISHED
Object Appleton–Oshkosh–Neenah metropolitan 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 metropolitan area | Statement: [Menasha, Wisconsin, partOf, Appleton–Oshkosh–Neenah metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Appleton–Oshkosh–Neenah metropolitan area
Context triple: [Menasha, Wisconsin, partOf, Appleton–Oshkosh–Neenah metropolitan 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. 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.
  • C. 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.
  • 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. Milwaukee metropolitan area
    The Milwaukee metropolitan area is a major urban and economic region in southeastern Wisconsin centered on the city of Milwaukee and encompassing numerous surrounding suburbs and communities.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ad27b5481908316b4f23fb8bc32 completed April 18, 2026, 12:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084bd1b648190b6189533dcd7b9ac completed May 10, 2026, 1:14 p.m.
Created at: April 10, 2026, 5:18 a.m.