Triple

T9160309
Position Surface form Disambiguated ID Type / Status
Subject Yucaipa, California E219802 entity
Predicate hasEmergencyService P464 FINISHED
Object Yucaipa Fire Department
The Yucaipa Fire Department is the municipal fire and emergency response agency serving the city of Yucaipa in Southern California.
 E782600 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: Yucaipa Fire Department | Statement: [Yucaipa, California, hasEmergencyService, Yucaipa Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yucaipa Fire Department
Context triple: [Yucaipa, California, hasEmergencyService, Yucaipa Fire Department]
  • A. Murrieta Fire & Rescue
    Murrieta Fire & Rescue is the municipal fire protection and emergency medical services agency serving the city of Murrieta, California.
  • B. Ventura County Fire Department
    The Ventura County Fire Department is a regional public safety agency that provides fire protection, emergency medical services, and disaster response throughout Ventura County, California.
  • C. Torrance Fire Department
    The Torrance Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Torrance, California.
  • D. Burbank Fire Department
    The Burbank Fire Department is the municipal agency responsible for fire protection, emergency medical services, and rescue operations in the city of Burbank, California.
  • E. Sacramento Metropolitan Fire District
    The Sacramento Metropolitan Fire District is a large regional fire protection and emergency medical services agency serving numerous communities in the Sacramento County area of California.
  • 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: Yucaipa Fire Department
Triple: [Yucaipa, California, hasEmergencyService, Yucaipa Fire Department]
Generated description
The Yucaipa Fire Department is the municipal fire and emergency response agency serving the city of Yucaipa in Southern California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yucaipa Fire Department
Target entity description: The Yucaipa Fire Department is the municipal fire and emergency response agency serving the city of Yucaipa in Southern California.
  • A. Murrieta Fire & Rescue
    Murrieta Fire & Rescue is the municipal fire protection and emergency medical services agency serving the city of Murrieta, California.
  • B. Ventura County Fire Department
    The Ventura County Fire Department is a regional public safety agency that provides fire protection, emergency medical services, and disaster response throughout Ventura County, California.
  • C. Torrance Fire Department
    The Torrance Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Torrance, California.
  • D. Burbank Fire Department
    The Burbank Fire Department is the municipal agency responsible for fire protection, emergency medical services, and rescue operations in the city of Burbank, California.
  • E. Sacramento Metropolitan Fire District
    The Sacramento Metropolitan Fire District is a large regional fire protection and emergency medical services agency serving numerous communities in the Sacramento County area of California.
  • 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_69ca83e3633c81908688a9fa2306ba99 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca9d953c081908d21f363801aaae4 completed April 1, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0547073cc8190999fe640c7ccd373 completed April 3, 2026, 11:59 p.m.
NEDg Description generation batch_69d05560d6888190b4faf3406f9ff9f2 completed April 4, 2026, 12:03 a.m.
NED2 Entity disambiguation (via description) batch_69d059161a1881909ceaaf8b0893dbea completed April 4, 2026, 12:19 a.m.
Created at: March 30, 2026, 7:21 p.m.