Triple

T4880376
Position Surface form Disambiguated ID Type / Status
Subject Londonderry, New Hampshire E109308 entity
Predicate hasFireDepartment P464 FINISHED
Object Londonderry Fire Department
The Londonderry Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the town of Londonderry, New Hampshire.
 E477075 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: Londonderry Fire Department | Statement: [Londonderry, New Hampshire, hasFireDepartment, Londonderry Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Londonderry Fire Department
Context triple: [Londonderry, New Hampshire, hasFireDepartment, Londonderry Fire Department]
  • A. 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.
  • B. Plymouth Fire Department
    The Plymouth Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Plymouth, Michigan.
  • C. Watertown Fire Department
    The Watertown Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and rescue services in Watertown, Massachusetts.
  • D. Hartford Fire Department
    The Hartford Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services in Hartford, Connecticut.
  • E. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, 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: Londonderry Fire Department
Triple: [Londonderry, New Hampshire, hasFireDepartment, Londonderry Fire Department]
Generated description
The Londonderry Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the town of Londonderry, New Hampshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Londonderry Fire Department
Target entity description: The Londonderry Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the town of Londonderry, New Hampshire.
  • A. 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.
  • B. Plymouth Fire Department
    The Plymouth Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Plymouth, Michigan.
  • C. Watertown Fire Department
    The Watertown Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and rescue services in Watertown, Massachusetts.
  • D. Hartford Fire Department
    The Hartford Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services in Hartford, Connecticut.
  • E. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dc071d4819083ea9fd0c73c5f49 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6803a1c081908972984241276c19 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6aadda048190a5b9276f59080b3e completed March 21, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69be6b0e7ca08190861992a251b3dbd9 completed March 21, 2026, 9:55 a.m.
Created at: March 20, 2026, 1:27 p.m.