Triple

T13472082
Position Surface form Disambiguated ID Type / Status
Subject Warwick Township, Bucks County, Pennsylvania E311652 entity
Predicate partOfStatisticalArea P294 FINISHED
Object Philadelphia–Camden–Wilmington Metropolitan Statistical Area E171125 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: Philadelphia–Camden–Wilmington Metropolitan Statistical Area | Statement: [Warwick Township, Bucks County, Pennsylvania, partOfStatisticalArea, Philadelphia–Camden–Wilmington Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Philadelphia–Camden–Wilmington Metropolitan Statistical Area
Context triple: [Warwick Township, Bucks County, Pennsylvania, partOfStatisticalArea, Philadelphia–Camden–Wilmington Metropolitan Statistical Area]
  • A. Philadelphia–Camden–Wilmington metropolitan statistical area chosen
    The Philadelphia–Camden–Wilmington metropolitan statistical area is a major multi-state urban and suburban region centered on Philadelphia, spanning parts of Pennsylvania, New Jersey, Delaware, and Maryland and serving as a key economic and cultural hub of the Mid-Atlantic.
  • B. Wilmington metropolitan area
    The Wilmington metropolitan area is a coastal urban region in southeastern North Carolina centered on the city of Wilmington and known for its port, beaches, and growing economy.
  • C. Salisbury, Maryland–Delaware metropolitan area
    The Salisbury, Maryland–Delaware metropolitan area is a bi-state region centered on the city of Salisbury that encompasses parts of Maryland and Delaware on the Delmarva Peninsula and functions as a regional hub for commerce, healthcare, and education.
  • D. Vineland–Millville–Bridgeton metropolitan area
    The Vineland–Millville–Bridgeton metropolitan area is a U.S. metropolitan region in southern New Jersey centered on the cities of Vineland, Millville, and Bridgeton.
  • E. New Castle, Pennsylvania metropolitan area
    The New Castle, Pennsylvania metropolitan area is a small urban region in western Pennsylvania centered on the city of New Castle and encompassing surrounding communities in Lawrence County.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf22e5f88190b1078f006c8ef7c0 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7462d97688190b5b817fff5973ceb completed May 3, 2026, 12:57 p.m.
Created at: April 9, 2026, 9:42 p.m.