Triple

T12659562
Position Surface form Disambiguated ID Type / Status
Subject Pelham, New Hampshire E302380 entity
Predicate hasEmergencyService P464 FINISHED
Object Pelham Fire Department
The Pelham Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the town of Pelham, New Hampshire.
 E996029 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: Pelham Fire Department | Statement: [Pelham, New Hampshire, hasEmergencyService, Pelham Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pelham Fire Department
Context triple: [Pelham, New Hampshire, hasEmergencyService, Pelham Fire Department]
  • A. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • B. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • C. Monroe Fire Department
    The Monroe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property within the City of Monroe.
  • D. Ramsey Fire Department
    The Ramsey Fire Department is the municipal fire and emergency response agency serving the city of Ramsey in Minnesota.
  • E. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • 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: Pelham Fire Department
Triple: [Pelham, New Hampshire, hasEmergencyService, Pelham Fire Department]
Generated description
The Pelham Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the town of Pelham, New Hampshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pelham Fire Department
Target entity description: The Pelham Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the town of Pelham, New Hampshire.
  • A. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • B. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • C. Monroe Fire Department
    The Monroe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property within the City of Monroe.
  • D. Ramsey Fire Department
    The Ramsey Fire Department is the municipal fire and emergency response agency serving the city of Ramsey in Minnesota.
  • E. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961636db8819099c438b24bcfd866 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66885e44c8190a650301b0e86d0f4 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f66a602f088190984fa3381b5be944 completed May 2, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69f66b18e68881908bf79ab52bcc909e completed May 2, 2026, 9:22 p.m.
Created at: April 9, 2026, 5:19 p.m.