Triple

T6947616
Position Surface form Disambiguated ID Type / Status
Subject Binghamton metropolitan area E160836 entity
Predicate alsoKnownAs P39 FINISHED
Object Binghamton, NY Metropolitan Statistical Area E160836 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: Binghamton, NY Metropolitan Statistical Area | Statement: [Binghamton metropolitan area, alsoKnownAs, Binghamton, NY Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Binghamton, NY Metropolitan Statistical Area
Context triple: [Binghamton metropolitan area, alsoKnownAs, Binghamton, NY Metropolitan Statistical Area]
  • A. Binghamton metropolitan area chosen
    The Binghamton metropolitan area is a region in New York State centered on the city of Binghamton and its surrounding communities, serving as a local hub for commerce, education, and culture.
  • B. Glens Falls metropolitan area
    The Glens Falls metropolitan area is a small urban region in upstate New York centered on the city of Glens Falls and its surrounding communities.
  • C. Binghamton, New York
    Binghamton, New York is a small city in upstate New York known as a former manufacturing hub and home to Binghamton University, located near the Pennsylvania border in the state's Southern Tier.
  • D. Utica–Rome metropolitan area
    The Utica–Rome metropolitan area is a region in central New York State centered around the cities of Utica and Rome, known for its industrial history and role as a regional economic and cultural hub.
  • E. Albany–Schenectady–Troy metropolitan area
    The Albany–Schenectady–Troy metropolitan area is a major urban and economic region in eastern New York State centered on the state capital Albany and its neighboring cities along the Hudson and Mohawk Rivers.
  • 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_69c68850419081909fb426b8f5a304c7 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6daabc624819091a03289241b43c8 completed March 27, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7753f1fe08190a734e371db4d1d38 completed March 28, 2026, 6:29 a.m.
Created at: March 27, 2026, 2:28 p.m.