Triple

T14815164
Position Surface form Disambiguated ID Type / Status
Subject Alton, Texas E348292 entity
Predicate publicSafety P8728 FINISHED
Object Alton Fire Department
The Alton Fire Department is the municipal fire and emergency response agency serving the community of Alton, Texas.
 E1123076 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: Alton Fire Department | Statement: [Alton, Texas, publicSafety, Alton Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alton Fire Department
Context triple: [Alton, Texas, publicSafety, Alton Fire Department]
  • A. Alton Police Department
    The Alton Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Alton, Texas.
  • B. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • C. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • D. Colton Fire Department
    The Colton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the City of Colton.
  • E. Alabaster Fire Department
    The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
  • 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: Alton Fire Department
Triple: [Alton, Texas, publicSafety, Alton Fire Department]
Generated description
The Alton Fire Department is the municipal fire and emergency response agency serving the community of Alton, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alton Fire Department
Target entity description: The Alton Fire Department is the municipal fire and emergency response agency serving the community of Alton, Texas.
  • A. Alton Police Department
    The Alton Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Alton, Texas.
  • B. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • C. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • D. Colton Fire Department
    The Colton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the City of Colton.
  • E. Alabaster Fire Department
    The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe0e89c81908c0e1fe2bc3ebcfc completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe64f8b4148190bc24f9a307178419 completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe65e5a29c819099b981499a4f4bc8 completed May 8, 2026, 10:38 p.m.
NED2 Entity disambiguation (via description) batch_69fe66687bc88190a05acf107c0a1388 completed May 8, 2026, 10:40 p.m.
Created at: April 10, 2026, 1:49 a.m.