Triple

T15505394
Position Surface form Disambiguated ID Type / Status
Subject Bridgeport, Texas E379066 entity
Predicate hasFireDepartment P464 FINISHED
Object Bridgeport Fire Department
The Bridgeport Fire Department is the municipal fire and emergency response agency serving the community of Bridgeport, Texas.
 E1159944 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: Bridgeport Fire Department | Statement: [Bridgeport, Texas, hasFireDepartment, Bridgeport Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bridgeport Fire Department
Context triple: [Bridgeport, Texas, hasFireDepartment, Bridgeport Fire Department]
  • A. 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.
  • 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. Meriden Fire Department
    The Meriden Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in Meriden, Connecticut.
  • D. Providence Fire Department
    The Providence Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response throughout the city of Providence, Rhode Island.
  • E. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • 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: Bridgeport Fire Department
Triple: [Bridgeport, Texas, hasFireDepartment, Bridgeport Fire Department]
Generated description
The Bridgeport Fire Department is the municipal fire and emergency response agency serving the community of Bridgeport, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bridgeport Fire Department
Target entity description: The Bridgeport Fire Department is the municipal fire and emergency response agency serving the community of Bridgeport, Texas.
  • A. 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.
  • 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. Meriden Fire Department
    The Meriden Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in Meriden, Connecticut.
  • D. Providence Fire Department
    The Providence Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response throughout the city of Providence, Rhode Island.
  • E. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcd5d948190b25a67a72ef980e9 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff366bd31c81909e21075b6b601448 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff371416e08190a84b2be7b7dbc4a3 completed May 9, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff379cc22881909e8a3e189d3f98d1 completed May 9, 2026, 1:33 p.m.
Created at: April 10, 2026, 3:55 a.m.