Triple

T308414
Position Surface form Disambiguated ID Type / Status
Subject Center for Inquiry E6351 entity
Predicate headquartersLocation P62 FINISHED
Object Amherst, New York
Amherst, New York is a suburban town near Buffalo known for hosting major educational and nonprofit institutions, including the headquarters of the Center for Inquiry.
E140201 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: Amherst, New York | Statement: [Center for Inquiry, headquartersLocation, Amherst, New York]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amherst, New York
Context triple: [Center for Inquiry, headquartersLocation, Amherst, New York]
  • A. Pendleton, New York
    Pendleton, New York is a small suburban-rural town in Niagara County in Western New York, situated northeast of Buffalo.
  • B. Auburn, New York
    Auburn, New York is a small city in central New York State historically known as a 19th-century publishing center and the site of Auburn Prison.
  • C. Pawling
    Pawling is a small town and village in southeastern New York State known for its rural character, historic charm, and location within Dutchess County.
  • D. Buchanan, New York
    Buchanan, New York is a small village in northern Westchester County along the Hudson River, known for its residential character and proximity to major transportation routes.
  • E. Smithtown, New York
    Smithtown, New York is a suburban town on the North Shore of Long Island in Suffolk County, known for its residential communities, schools, and local parks.
  • 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: Amherst, New York
Triple: [Center for Inquiry, headquartersLocation, Amherst, New York]
Generated description
Amherst, New York is a suburban town near Buffalo known for hosting major educational and nonprofit institutions, including the headquarters of the Center for Inquiry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amherst, New York
Target entity description: Amherst, New York is a suburban town near Buffalo known for hosting major educational and nonprofit institutions, including the headquarters of the Center for Inquiry.
  • A. Pendleton, New York
    Pendleton, New York is a small suburban-rural town in Niagara County in Western New York, situated northeast of Buffalo.
  • B. Auburn, New York
    Auburn, New York is a small city in central New York State historically known as a 19th-century publishing center and the site of Auburn Prison.
  • C. Pawling
    Pawling is a small town and village in southeastern New York State known for its rural character, historic charm, and location within Dutchess County.
  • D. Buchanan, New York
    Buchanan, New York is a small village in northern Westchester County along the Hudson River, known for its residential character and proximity to major transportation routes.
  • E. Smithtown, New York
    Smithtown, New York is a suburban town on the North Shore of Long Island in Suffolk County, known for its residential communities, schools, and local parks.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac89e9da1481908837afa843a14510 completed March 7, 2026, 8:26 p.m.
NEDg Description generation batch_69ac8a4d15788190948ece38d19bdd38 completed March 7, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69ac8af006088190a63e1e2105da3ad8 completed March 7, 2026, 8:30 p.m.
Created at: Feb. 28, 2026, 1:06 p.m.