Triple

T13075299
Position Surface form Disambiguated ID Type / Status
Subject Swormville, New York E329556 entity
Predicate locatedNear P294 FINISHED
Object East Amherst, New York
East Amherst, New York is a suburban community in Erie County near Buffalo, known for its residential neighborhoods, good schools, and affluent, family-oriented character.
E1023312 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: East Amherst, New York | Statement: [Swormville, New York, locatedNear, East Amherst, New York]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: East Amherst, New York
Context triple: [Swormville, New York, locatedNear, East Amherst, New York]
  • A. 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.
  • B. Armonk hamlet
    Armonk hamlet is a suburban residential and commercial community in Westchester County, New York, known as the headquarters of IBM and for its affluent, small-town character.
  • C. Yaphank, New York
    Yaphank, New York is a hamlet and census-designated place in Suffolk County on Long Island, known historically for its early mill industry and later for hosting various county government facilities.
  • D. Broadalbin, New York
    Broadalbin, New York is a small town in upstate New York known for its rural character and proximity to the southern Adirondack region.
  • E. Elmont, New York
    Elmont, New York is a suburban hamlet on Long Island known for hosting major sports and entertainment venues, including the home arena of the NHL’s New York Islanders.
  • 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: East Amherst, New York
Triple: [Swormville, New York, locatedNear, East Amherst, New York]
Generated description
East Amherst, New York is a suburban community in Erie County near Buffalo, known for its residential neighborhoods, good schools, and affluent, family-oriented character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: East Amherst, New York
Target entity description: East Amherst, New York is a suburban community in Erie County near Buffalo, known for its residential neighborhoods, good schools, and affluent, family-oriented character.
  • A. 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.
  • B. Armonk hamlet
    Armonk hamlet is a suburban residential and commercial community in Westchester County, New York, known as the headquarters of IBM and for its affluent, small-town character.
  • C. Yaphank, New York
    Yaphank, New York is a hamlet and census-designated place in Suffolk County on Long Island, known historically for its early mill industry and later for hosting various county government facilities.
  • D. Broadalbin, New York
    Broadalbin, New York is a small town in upstate New York known for its rural character and proximity to the southern Adirondack region.
  • E. Elmont, New York
    Elmont, New York is a suburban hamlet on Long Island known for hosting major sports and entertainment venues, including the home arena of the NHL’s New York Islanders.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d98117209081908272021013df2222 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27058dc8190a64e1a929f296619 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e6a8b15081908d80cd63b0c423f6 completed May 3, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_69f6e7490cc48190b596338cd3a0fd22 completed May 3, 2026, 6:12 a.m.
Created at: April 9, 2026, 9 p.m.