Triple

T13219323
Position Surface form Disambiguated ID Type / Status
Subject Upper Southampton Township, Bucks County, Pennsylvania E314706 entity
Predicate partOf P40 FINISHED
Object United States Census Bureau-defined 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: United States Census Bureau-defined Philadelphia–Camden–Wilmington metropolitan statistical area | Statement: [Upper Southampton Township, Bucks County, Pennsylvania, partOf, United States Census Bureau-defined Philadelphia–Camden–Wilmington metropolitan statistical area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Census Bureau-defined Philadelphia–Camden–Wilmington metropolitan statistical area
Context triple: [Upper Southampton Township, Bucks County, Pennsylvania, partOf, United States Census Bureau-defined 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. 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.
  • 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. 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.
  • E. United States Census Bureau-defined Miami–Fort Lauderdale–West Palm Beach metropolitan area
    The United States Census Bureau-defined Miami–Fort Lauderdale–West Palm Beach metropolitan area is a major South Florida urban region encompassing multiple counties and cities, known for its large population, diverse economy, and status as a key cultural and economic hub.
  • 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_69d806affc688190a25b6ccc588e9c72 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98cf392e08190949ee4d194566395 completed April 10, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff2282fc8190bc5037ff62e594ff completed May 3, 2026, 7:54 a.m.
Created at: April 9, 2026, 9:18 p.m.