Triple

T17811257
Position Surface form Disambiguated ID Type / Status
Subject Windham, Maine E444710 entity
Predicate hasPublicSafetyService P13246 FINISHED
Object Windham Fire-Rescue Department
The Windham Fire-Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and related rescue operations for the town of Windham, Maine.
 E1290839 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: Windham Fire-Rescue Department | Statement: [Windham, Maine, hasPublicSafetyService, Windham Fire-Rescue Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Windham Fire-Rescue Department
Context triple: [Windham, Maine, hasPublicSafetyService, Windham Fire-Rescue Department]
  • A. South Windsor Fire Department
    The South Windsor Fire Department is the municipal fire and rescue agency responsible for protecting lives and property in the town of South Windsor, Connecticut.
  • B. Windham Police Department
    The Windham Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the town of Windham, Maine.
  • C. Hawthorne Fire Department
    The Hawthorne Fire Department is a local fire and emergency response agency serving the community of Hawthorne, New York.
  • D. Randolph Fire Department
    The Randolph Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical assistance to the town of Randolph, Massachusetts.
  • E. Hampden Fire Department
    The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
  • 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: Windham Fire-Rescue Department
Triple: [Windham, Maine, hasPublicSafetyService, Windham Fire-Rescue Department]
Generated description
The Windham Fire-Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and related rescue operations for the town of Windham, Maine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Windham Fire-Rescue Department
Target entity description: The Windham Fire-Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and related rescue operations for the town of Windham, Maine.
  • A. South Windsor Fire Department
    The South Windsor Fire Department is the municipal fire and rescue agency responsible for protecting lives and property in the town of South Windsor, Connecticut.
  • B. Windham Police Department
    The Windham Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the town of Windham, Maine.
  • C. Hawthorne Fire Department
    The Hawthorne Fire Department is a local fire and emergency response agency serving the community of Hawthorne, New York.
  • D. Randolph Fire Department
    The Randolph Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical assistance to the town of Randolph, Massachusetts.
  • E. Hampden Fire Department
    The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
  • 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4887b5e50819098506f0b92d709b5 completed April 19, 2026, 7:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0306eda2bc8190909739e01af1b9ad completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a0307bd9d2c8190a55e726180c8c547 completed May 12, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_6a03080d46fc8190890000cfd0ede60e completed May 12, 2026, 10:59 a.m.
Created at: April 10, 2026, 10:14 a.m.