Triple

T16984716
Position Surface form Disambiguated ID Type / Status
Subject Commerce, Texas E412032 entity
Predicate hasEmergencyServices P464 FINISHED
Object Commerce Fire Department
The Commerce Fire Department is the municipal fire and emergency response agency serving the city of Commerce, Texas.
 E1243975 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: Commerce Fire Department | Statement: [Commerce, Texas, hasEmergencyServices, Commerce Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Commerce Fire Department
Context triple: [Commerce, Texas, hasEmergencyServices, Commerce Fire Department]
  • A. Jump City Fire Department
    Jump City Fire Department is the municipal firefighting and emergency response agency serving the fictional city of Jump City.
  • B. Seattle Fire Department
    The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
  • C. Spring Fire Department
    The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, Texas.
  • D. Sherman Fire-Rescue
    Sherman Fire-Rescue is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response in Sherman, Texas.
  • E. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • 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: Commerce Fire Department
Triple: [Commerce, Texas, hasEmergencyServices, Commerce Fire Department]
Generated description
The Commerce Fire Department is the municipal fire and emergency response agency serving the city of Commerce, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Commerce Fire Department
Target entity description: The Commerce Fire Department is the municipal fire and emergency response agency serving the city of Commerce, Texas.
  • A. Jump City Fire Department
    Jump City Fire Department is the municipal firefighting and emergency response agency serving the fictional city of Jump City.
  • B. Seattle Fire Department
    The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
  • C. Spring Fire Department
    The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, Texas.
  • D. Sherman Fire-Rescue
    Sherman Fire-Rescue is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response in Sherman, Texas.
  • E. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d18a0bf881908c449f499eb86495 completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc0f13c88190b55da5be40a0a476 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a00dc96a9588190b020fd7fd1deee2b completed May 10, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0114e04e00819093805024f8417fad completed May 10, 2026, 11:29 p.m.
Created at: April 10, 2026, 5:32 a.m.