Triple

T21292109
Position Surface form Disambiguated ID Type / Status
Subject Lowellville, Ohio E524819 entity
Predicate metropolitanStatisticalArea P15840 FINISHED
Object Youngstown–Warren–Boardman, OH–PA Metropolitan Statistical Area E139533 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: Youngstown–Warren–Boardman, OH–PA Metropolitan Statistical Area | Statement: [Lowellville, Ohio, metropolitanStatisticalArea, Youngstown–Warren–Boardman, OH–PA Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Youngstown–Warren–Boardman, OH–PA Metropolitan Statistical Area
Context triple: [Lowellville, Ohio, metropolitanStatisticalArea, Youngstown–Warren–Boardman, OH–PA Metropolitan Statistical Area]
  • 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. Springfield, Ohio Metropolitan Statistical Area
    The Springfield, Ohio Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Springfield in western Ohio, encompassing surrounding communities that share strong economic and social ties.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73855e5d08190aed5e285247b4e23 completed April 21, 2026, 8:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099ecd1028819083142cd48f23af6d completed May 17, 2026, 10:56 a.m.
Created at: April 16, 2026, 4:04 p.m.