Triple

T19788665
Position Surface form Disambiguated ID Type / Status
Subject Wisconsin's 5th congressional district E475346 entity
Predicate includesSuburbanAreaOf P15843 FINISHED
Object Milwaukee metropolitan area — NE NERFINISHED

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: Milwaukee metropolitan area | Statement: [Wisconsin's 5th congressional district, includesSuburbanAreaOf, Milwaukee metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milwaukee metropolitan area
Context triple: [Wisconsin's 5th congressional district, includesSuburbanAreaOf, Milwaukee metropolitan area]
  • A. Milwaukee metropolitan area chosen
    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.
  • B. Milwaukie metropolitan area
    The Milwaukie metropolitan area is the urban and suburban region centered on Milwaukie, Oregon, encompassing the surrounding communities that form its local economic and cultural hub.
  • C. Madison metropolitan area
    The Madison metropolitan area is a regional urban and economic hub in south-central Wisconsin centered on the city of Madison, known for its state government, major university, and growing technology and service sectors.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8e51b014081908b263e167370529a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65389c9ac81909e61b3cbb9213e72 completed April 20, 2026, 4:25 p.m.
Created at: April 10, 2026, 1:49 p.m.