Triple

T1244894
Position Surface form Disambiguated ID Type / Status
Subject Tioga County, New York E26740 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Binghamton metropolitan area E107301 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 metropolitan area | Statement: [Tioga County, New York, partOfMetropolitanArea, Binghamton metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Binghamton metropolitan area
Context triple: [Tioga County, New York, partOfMetropolitanArea, Binghamton metropolitan area]
  • A. Binghamton, New York chosen
    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.
  • B. Poughkeepsie–Newburgh–Middletown metropolitan area
    The Poughkeepsie–Newburgh–Middletown metropolitan area is a U.S. Census-defined region in New York’s Hudson Valley centered on the mid-Hudson cities of Poughkeepsie, Newburgh, and Middletown and their surrounding communities.
  • C. Ithaca metropolitan area
    The Ithaca metropolitan area is a small metropolitan region in central New York State centered on the city of Ithaca and home to institutions like Cornell University and Ithaca College.
  • D. Manchester–Nashua metropolitan area
    The Manchester–Nashua metropolitan area is a major urban and economic region in southern New Hampshire centered on the cities of Manchester and Nashua.
  • E. Poughkeepsie, New York
    Poughkeepsie, New York is a historic city in the Hudson Valley that serves as the county seat of Dutchess County and a regional center for education, culture, and transportation.
  • 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf6498948190b30b09d845d67ac4 completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd470b044819087e0adfd137ff037 completed March 8, 2026, 1:44 a.m.
Created at: March 1, 2026, 7:47 p.m.