Triple

T16814828
Position Surface form Disambiguated ID Type / Status
Subject Presque Isle Avenue E408714 entity
Predicate regionServed P82 FINISHED
Object Marquette urban area E672102 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: Marquette urban area | Statement: [Presque Isle Avenue, regionServed, Marquette urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marquette urban area
Context triple: [Presque Isle Avenue, regionServed, Marquette urban area]
  • A. Marquette micropolitan area chosen
    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.
  • B. Niles–Benton Harbor micropolitan area
    The Niles–Benton Harbor micropolitan area is a small urban region in southwestern Michigan centered on the cities of Niles and Benton Harbor, known for its manufacturing base and proximity to Lake Michigan.
  • C. Fond du Lac metropolitan area
    The Fond du Lac metropolitan area is a U.S. Census-defined region in east-central Wisconsin centered on the city of Fond du Lac and its surrounding communities.
  • D. Petoskey micropolitan area
    The Petoskey micropolitan area is a small regional population and economic center in northern Michigan anchored by the city of Petoskey and its surrounding communities.
  • E. Houghton micropolitan area
    The Houghton micropolitan area is a small population center in Michigan’s Upper Peninsula centered around the city of Houghton and its surrounding 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e0e05081908bd5eaa64abe133d completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2946ddc81908b1e7c662dc943ff completed May 10, 2026, 4:30 p.m.
Created at: April 10, 2026, 5:23 a.m.