Triple

T7848049
Position Surface form Disambiguated ID Type / Status
Subject Southeastern Wisconsin E181969 entity
Predicate hasMetropolitanArea P40 FINISHED
Object Sheboygan metropolitan area E555620 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: Sheboygan metropolitan area | Statement: [Southeastern Wisconsin, hasMetropolitanArea, Sheboygan metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sheboygan metropolitan area
Context triple: [Southeastern Wisconsin, hasMetropolitanArea, Sheboygan metropolitan area]
  • A. Sheboygan metropolitan area chosen
    The Sheboygan metropolitan area is a small urban region in eastern Wisconsin centered on the city of Sheboygan along the western shore of Lake Michigan.
  • B. Sheboygan, Wisconsin
    Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
  • C. La Crosse-Onalaska metropolitan area
    The La Crosse–Onalaska metropolitan area is a bi-state urban region centered on the cities of La Crosse, Wisconsin, and Onalaska, encompassing surrounding communities along the upper Mississippi River.
  • D. Marquette micropolitan area
    The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
  • E. Appleton–Oshkosh–Neenah metropolitan area
    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.
  • 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18e7f5988190808ae4dcfbc06991 completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc934b8fb88190b84e5d6317c966b2 completed April 1, 2026, 3:38 a.m.
Created at: March 30, 2026, 4:49 p.m.