Triple

T1373970
Position Surface form Disambiguated ID Type / Status
Subject Endicott, New York E30177 entity
Predicate locatedInMetropolitanArea P294 FINISHED
Object Binghamton metropolitan area
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.
E160836 NE FINISHED

How this triple was built (4 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: [Endicott, New York, locatedInMetropolitanArea, Binghamton metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Binghamton metropolitan area
Context triple: [Endicott, New York, locatedInMetropolitanArea, Binghamton metropolitan area]
  • A. 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.
  • 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. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Binghamton metropolitan area
Triple: [Endicott, New York, locatedInMetropolitanArea, Binghamton metropolitan area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Binghamton metropolitan area
Target entity description: 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.
  • A. 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.
  • 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. chosen

Provenance (5 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2f660888190bc9240e0dc4f0aa3 completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde1a576c81909379c2c0e350cd12 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acdeef1b3c81908210246be0a8b37d completed March 8, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_69ace0042cd08190a0e1499d4c8e0769 completed March 8, 2026, 2:33 a.m.
Created at: March 1, 2026, 7:57 p.m.