Triple

T15617130
Position Surface form Disambiguated ID Type / Status
Subject Castleton, Vermont E375443 entity
Predicate hasEmergencyServices P464 FINISHED
Object Castleton Fire Department
The Castleton Fire Department is the local fire and emergency response agency serving the town of Castleton, Vermont.
 E1166027 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: Castleton Fire Department | Statement: [Castleton, Vermont, hasEmergencyServices, Castleton Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Castleton Fire Department
Context triple: [Castleton, Vermont, hasEmergencyServices, Castleton Fire Department]
  • A. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • B. New Castle Fire Department
    The New Castle Fire Department is the municipal firefighting and emergency response agency serving the city of New Castle, Pennsylvania.
  • C. Mauldin Fire Department
    The Mauldin Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Mauldin, South Carolina.
  • D. Belton Fire Department
    The Belton Fire Department is the municipal fire and emergency services agency serving the city of Belton in Missouri, providing fire suppression, rescue, and emergency medical response.
  • E. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • 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: Castleton Fire Department
Triple: [Castleton, Vermont, hasEmergencyServices, Castleton Fire Department]
Generated description
The Castleton Fire Department is the local fire and emergency response agency serving the town of Castleton, Vermont.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Castleton Fire Department
Target entity description: The Castleton Fire Department is the local fire and emergency response agency serving the town of Castleton, Vermont.
  • A. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • B. New Castle Fire Department
    The New Castle Fire Department is the municipal firefighting and emergency response agency serving the city of New Castle, Pennsylvania.
  • C. Mauldin Fire Department
    The Mauldin Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Mauldin, South Carolina.
  • D. Belton Fire Department
    The Belton Fire Department is the municipal fire and emergency services agency serving the city of Belton in Missouri, providing fire suppression, rescue, and emergency medical response.
  • E. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e980b748190b43c0b650bf1e629 completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56dd1e4c819090bf3cd4425b39b7 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff577e0ed08190a8f10f9e57c0e967 completed May 9, 2026, 3:49 p.m.
NED2 Entity disambiguation (via description) batch_69ff584b7b28819096fd2fad58ca32d6 completed May 9, 2026, 3:52 p.m.
Created at: April 10, 2026, 4:13 a.m.