Triple

T5296274
Position Surface form Disambiguated ID Type / Status
Subject Union Township, Lawrence County, Pennsylvania E119862 entity
Predicate partOfStatisticalArea P294 FINISHED
Object New Castle, PA Micropolitan Statistical Area E510021 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: New Castle, PA Micropolitan Statistical Area | Statement: [Union Township, Lawrence County, Pennsylvania, partOfStatisticalArea, New Castle, PA Micropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Castle, PA Micropolitan Statistical Area
Context triple: [Union Township, Lawrence County, Pennsylvania, partOfStatisticalArea, New Castle, PA Micropolitan Statistical Area]
  • A. New Castle, Pennsylvania
    New Castle, Pennsylvania is a small city in western Pennsylvania known historically for its steel and tinplate industries and as part of the greater Pittsburgh metropolitan area.
  • B. Bloomsburg–Berwick–Sunbury combined statistical area
    The Bloomsburg–Berwick–Sunbury combined statistical area is a U.S. Census-defined region in central Pennsylvania that groups together several neighboring communities for demographic and economic analysis.
  • C. Harrisburg–Carlisle metropolitan area
    The Harrisburg–Carlisle metropolitan area is a U.S. metro region centered on Pennsylvania’s state capital, Harrisburg, and the nearby borough of Carlisle, serving as a political, economic, and transportation hub for the surrounding region.
  • D. United States Census Bureau’s New Castle, PA Micropolitan Statistical Area chosen
    The United States Census Bureau’s New Castle, PA Micropolitan Statistical Area is a federally defined region centered on the city of New Castle in western Pennsylvania, used for statistical purposes to represent its surrounding small urban and rural communities.
  • E. Williamsport Metropolitan Statistical Area
    The Williamsport Metropolitan Statistical Area is a U.S. Census-defined region in north-central Pennsylvania centered on the city of Williamsport and used for statistical and economic analysis.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8503cf908190b1f93fb10a33c49c completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf1880bec88190a5b1ca453c783444 completed March 21, 2026, 10:15 p.m.
Created at: March 20, 2026, 1:53 p.m.