Triple

T10979186
Position Surface form Disambiguated ID Type / Status
Subject Town government of Dennis, Massachusetts E259454 entity
Predicate oversees P46 FINISHED
Object Dennis Fire Department
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
E897074 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: Dennis Fire Department | Statement: [Town government of Dennis, Massachusetts, oversees, Dennis Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dennis Fire Department
Context triple: [Town government of Dennis, Massachusetts, oversees, Dennis Fire Department]
  • A. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • B. Denison Fire Department
    The Denison Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the community of Denison.
  • C. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • D. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • E. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • 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: Dennis Fire Department
Triple: [Town government of Dennis, Massachusetts, oversees, Dennis Fire Department]
Generated description
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dennis Fire Department
Target entity description: The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • A. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • B. Denison Fire Department
    The Denison Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the community of Denison.
  • C. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • D. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • E. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d771f7b874819087bf5a858905279b completed April 9, 2026, 9:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d7cb8fe08190b9de7b970968da48 completed April 18, 2026, 1 a.m.
NEDg Description generation batch_69e2ff211ae88190a40380cd25a61812 completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e32634397481908284c04448274b25 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:24 p.m.