Triple

T20672304
Position Surface form Disambiguated ID Type / Status
Subject Bethel Township, Lebanon County, Pennsylvania E508058 entity
Predicate locatedIn P40 FINISHED
Object United States Census Bureau-defined Lebanon, Pennsylvania Metropolitan Statistical Area E1185150 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: United States Census Bureau-defined Lebanon, Pennsylvania Metropolitan Statistical Area | Statement: [Bethel Township, Lebanon County, Pennsylvania, locatedIn, United States Census Bureau-defined Lebanon, Pennsylvania Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Census Bureau-defined Lebanon, Pennsylvania Metropolitan Statistical Area
Context triple: [Bethel Township, Lebanon County, Pennsylvania, locatedIn, United States Census Bureau-defined Lebanon, Pennsylvania Metropolitan Statistical Area]
  • A. Lebanon, PA Metropolitan Statistical Area chosen
    The Lebanon, PA Metropolitan Statistical Area is a U.S. Census-defined region in south-central Pennsylvania centered on the city of Lebanon and its surrounding communities, used primarily for statistical and economic analysis.
  • B. United States Census Bureau-designated Scranton–Wilkes-Barre–Hazleton, PA Metropolitan Statistical Area
    The United States Census Bureau-designated Scranton–Wilkes-Barre–Hazleton, PA Metropolitan Statistical Area is a northeastern Pennsylvania urban region centered on the cities of Scranton, Wilkes-Barre, and Hazleton and their surrounding counties.
  • C. United States Census Bureau Pittsburgh metropolitan statistical area
    The United States Census Bureau Pittsburgh metropolitan statistical area is a federally defined region centered on Pittsburgh, Pennsylvania, used for statistical purposes to represent the broader urban and economic area surrounding the city.
  • D. United States Census Bureau-defined Elizabethtown metropolitan area
    The United States Census Bureau-defined Elizabethtown metropolitan area is a statistical region in central Kentucky centered on the city of Elizabethtown, used primarily for demographic and economic analysis.
  • E. United States Census Bureau’s Warren, PA Micropolitan Statistical Area
    The United States Census Bureau’s Warren, PA Micropolitan Statistical Area is a federally defined labor-market and population region centered on Warren, Pennsylvania, 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_69e0b4c1164881909a3bf1e3ddb2bc32 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b5cb1fc88190805f623e93a70368 completed April 20, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd66b6b88190a863948cb31c9af7 completed May 16, 2026, 8:02 p.m.
Created at: April 16, 2026, 11:44 a.m.