Triple

T21384666
Position Surface form Disambiguated ID Type / Status
Subject Campbell, Ohio E527459 entity
Predicate metropolitanStatisticalArea P15840 FINISHED
Object Youngstown–Warren–Boardman, OH–PA MSA — 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: Youngstown–Warren–Boardman, OH–PA MSA | Statement: [Campbell, Ohio, metropolitanStatisticalArea, Youngstown–Warren–Boardman, OH–PA MSA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Youngstown–Warren–Boardman, OH–PA MSA
Context triple: [Campbell, Ohio, metropolitanStatisticalArea, Youngstown–Warren–Boardman, OH–PA MSA]
  • A. Youngstown–Warren–Boardman metropolitan area chosen
    The Youngstown–Warren–Boardman metropolitan area is a multi-county urban and industrial region in northeastern Ohio and western Pennsylvania centered on the city of Youngstown.
  • B. Sandusky micropolitan area
    The Sandusky micropolitan area is a small urban region in northern Ohio centered on the city of Sandusky and its surrounding communities along the Lake Erie shoreline.
  • C. Cleveland metropolitan area
    The Cleveland metropolitan area is a major urban region in northeastern Ohio centered on the city of Cleveland, encompassing surrounding suburbs and counties as a hub for industry, healthcare, education, and culture along Lake Erie.
  • D. Weirton–Steubenville metropolitan area
    The Weirton–Steubenville metropolitan area is a small cross-state urban region centered on the cities of Weirton, West Virginia, and Steubenville, Ohio, along the Ohio River.
  • E. Mansfield, Ohio Metropolitan Statistical Area
    The Mansfield, Ohio Metropolitan Statistical Area is a U.S. Census-defined region in north-central Ohio centered on the city of Mansfield and its surrounding communities.
  • 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_69e0b51f363c8190944000ab5523b02b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b0f211c08190b3a129eaa725422e completed April 22, 2026, 11:28 a.m.
Created at: April 16, 2026, 5:12 p.m.