Triple

T11598723
Position Surface form Disambiguated ID Type / Status
Subject Dartmouth, Massachusetts E275069 entity
Predicate hasFireDepartment P464 FINISHED
Object Dartmouth Fire District 2
Dartmouth Fire District 2 is a local fire protection and emergency response agency serving a portion of the town of Dartmouth, Massachusetts.
E938035 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: Dartmouth Fire District 2 | Statement: [Dartmouth, Massachusetts, hasFireDepartment, Dartmouth Fire District 2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dartmouth Fire District 2
Context triple: [Dartmouth, Massachusetts, hasFireDepartment, Dartmouth Fire District 2]
  • A. Dartmouth Fire District 1
    Dartmouth Fire District 1 is a municipal fire protection and emergency response agency serving a portion of the town of Dartmouth, Massachusetts.
  • B. Hyannis Fire District
    Hyannis Fire District is the local fire protection and emergency services agency serving the village of Hyannis in Barnstable, Massachusetts.
  • C. Dartmouth Police Department
    The Dartmouth Police Department is the local law enforcement agency responsible for public safety, crime prevention, and policing services in the town of Dartmouth, Massachusetts.
  • D. Dover Fire Department
    The Dover Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Dover, Ohio.
  • E. Scituate Fire Department
    The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
  • 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: Dartmouth Fire District 2
Triple: [Dartmouth, Massachusetts, hasFireDepartment, Dartmouth Fire District 2]
Generated description
Dartmouth Fire District 2 is a local fire protection and emergency response agency serving a portion of the town of Dartmouth, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dartmouth Fire District 2
Target entity description: Dartmouth Fire District 2 is a local fire protection and emergency response agency serving a portion of the town of Dartmouth, Massachusetts.
  • A. Dartmouth Fire District 1
    Dartmouth Fire District 1 is a municipal fire protection and emergency response agency serving a portion of the town of Dartmouth, Massachusetts.
  • B. Hyannis Fire District
    Hyannis Fire District is the local fire protection and emergency services agency serving the village of Hyannis in Barnstable, Massachusetts.
  • C. Dartmouth Police Department
    The Dartmouth Police Department is the local law enforcement agency responsible for public safety, crime prevention, and policing services in the town of Dartmouth, Massachusetts.
  • D. Dover Fire Department
    The Dover Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Dover, Ohio.
  • E. Scituate Fire Department
    The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
  • 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8954c3c248190bcccd4c7ff667b3a completed April 10, 2026, 6:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee86f246848190a5b020c3e05d02dd completed April 26, 2026, 9:43 p.m.
NEDg Description generation batch_69eeb310e04c8190a1004662d5bbc015 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee95dfff48190a3c3022cdfc6dafc completed April 27, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:38 p.m.