Triple

T6844082
Position Surface form Disambiguated ID Type / Status
Subject Princeton, Texas E157846 entity
Predicate hasPublicService P6352 FINISHED
Object Princeton Fire Department
The Princeton Fire Department is the municipal fire and emergency response agency serving the community of Princeton, Texas.
 E622840 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: Princeton Fire Department | Statement: [Princeton, Texas, hasPublicService, Princeton Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Princeton Fire Department
Context triple: [Princeton, Texas, hasPublicService, Princeton Fire Department]
  • A. Morris Plains Fire Department
    The Morris Plains Fire Department is a local firefighting and emergency response agency serving the community of Morris Plains, New Jersey.
  • 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. Plaistow Fire Department
    The Plaistow Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the town of Plaistow, New Hampshire.
  • D. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • E. 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.
  • 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: Princeton Fire Department
Triple: [Princeton, Texas, hasPublicService, Princeton Fire Department]
Generated description
The Princeton Fire Department is the municipal fire and emergency response agency serving the community of Princeton, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Princeton Fire Department
Target entity description: The Princeton Fire Department is the municipal fire and emergency response agency serving the community of Princeton, Texas.
  • A. Morris Plains Fire Department
    The Morris Plains Fire Department is a local firefighting and emergency response agency serving the community of Morris Plains, New Jersey.
  • 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. Plaistow Fire Department
    The Plaistow Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the town of Plaistow, New Hampshire.
  • D. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • E. 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.
  • 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d6b8627081908e34d2b942d08aef completed March 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fbf06008190a8c342d3d7dec930 completed March 28, 2026, 1:32 a.m.
NEDg Description generation batch_69c7308d90308190ad38a09a6de0f6df completed March 28, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_69c7311de3cc8190b146ed4fd2b5274a completed March 28, 2026, 1:38 a.m.
Created at: March 27, 2026, 2:19 p.m.