Triple

T3697926
Position Surface form Disambiguated ID Type / Status
Subject Fort McDowell Yavapai Nation E78502 entity
Predicate hasAgency P3933 FINISHED
Object Fort McDowell Fire Department
The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
 E380638 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: Fort McDowell Fire Department | Statement: [Fort McDowell Yavapai Nation, hasAgency, Fort McDowell Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fort McDowell Fire Department
Context triple: [Fort McDowell Yavapai Nation, hasAgency, Fort McDowell Fire Department]
  • A. Gila River Fire Department
    The Gila River Fire Department is the emergency fire and rescue service responsible for protecting lives and property within the Gila River Indian Community in Arizona.
  • B. Salt River Fire Department
    The Salt River Fire Department is the emergency fire and rescue service serving the Salt River Pima-Maricopa Indian Community in Arizona.
  • C. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • D. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • E. 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.
  • 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: Fort McDowell Fire Department
Triple: [Fort McDowell Yavapai Nation, hasAgency, Fort McDowell Fire Department]
Generated description
The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fort McDowell Fire Department
Target entity description: The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
  • A. Gila River Fire Department
    The Gila River Fire Department is the emergency fire and rescue service responsible for protecting lives and property within the Gila River Indian Community in Arizona.
  • B. Salt River Fire Department
    The Salt River Fire Department is the emergency fire and rescue service serving the Salt River Pima-Maricopa Indian Community in Arizona.
  • C. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • D. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • E. 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.
  • 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_69ad85e3b1888190abc983e06968696d completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc512ba188190a15bcacafac3f476 completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3dbb7fc81909df2e7a4755cce28 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c7a89eac819090ce443784e1a326 completed March 14, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b4c88111c08190b0c275898437fdab completed March 14, 2026, 2:31 a.m.
Created at: March 8, 2026, 3:26 p.m.