Triple

T20162838
Position Surface form Disambiguated ID Type / Status
Subject Patterson, California E491754 entity
Predicate hasPublicService P6352 FINISHED
Object Patterson Fire Department
The Patterson Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Patterson, California.
 E1415086 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: Patterson Fire Department | Statement: [Patterson, California, hasPublicService, Patterson Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Patterson Fire Department
Context triple: [Patterson, California, hasPublicService, Patterson Fire Department]
  • A. Porter Fire Department
    Porter Fire Department is the local emergency response agency providing fire protection and related services to the community of Porter, Texas.
  • B. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • C. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • D. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • E. Franklin Fire Department
    The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
  • 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: Patterson Fire Department
Triple: [Patterson, California, hasPublicService, Patterson Fire Department]
Generated description
The Patterson Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Patterson, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Patterson Fire Department
Target entity description: The Patterson Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Patterson, California.
  • A. Porter Fire Department
    Porter Fire Department is the local emergency response agency providing fire protection and related services to the community of Porter, Texas.
  • B. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • C. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • D. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • E. Franklin Fire Department
    The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
  • 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_69da6266c6888190bc1a3ecf24814d34 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66841b7d88190af3606f762d87b24 completed April 20, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08347b41d8819086bd36e5e04c69ad completed May 16, 2026, 9:10 a.m.
NEDg Description generation batch_6a08359866c481908aa30ac61e18bcb0 completed May 16, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_6a08361f64a08190af3305685a50f001 completed May 16, 2026, 9:17 a.m.
Created at: April 11, 2026, 11:34 p.m.