Triple

T20969429
Position Surface form Disambiguated ID Type / Status
Subject Clark County Fire Department E516454 entity
Predicate collaboratesWith P37 FINISHED
Object Henderson Fire Department
The Henderson Fire Department is a municipal fire and emergency services agency serving the city of Henderson, Nevada.
 E1459415 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: Henderson Fire Department | Statement: [Clark County Fire Department, collaboratesWith, Henderson Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Henderson Fire Department
Context triple: [Clark County Fire Department, collaboratesWith, Henderson Fire Department]
  • A. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • B. Clark Fire Department
    The Clark Fire Department is the municipal fire and emergency response agency serving the community of Clark, New Jersey.
  • C. 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.
  • D. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • E. Marion Fire Department
    The Marion Fire Department is the municipal fire and emergency response agency serving the city of Marion, Arkansas.
  • 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: Henderson Fire Department
Triple: [Clark County Fire Department, collaboratesWith, Henderson Fire Department]
Generated description
The Henderson Fire Department is a municipal fire and emergency services agency serving the city of Henderson, Nevada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Henderson Fire Department
Target entity description: The Henderson Fire Department is a municipal fire and emergency services agency serving the city of Henderson, Nevada.
  • A. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • B. Clark Fire Department
    The Clark Fire Department is the municipal fire and emergency response agency serving the community of Clark, New Jersey.
  • C. 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.
  • D. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • E. Marion Fire Department
    The Marion Fire Department is the municipal fire and emergency response agency serving the city of Marion, Arkansas.
  • 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_69e0b4fee5ac8190875fa9ceba1a5e5e completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fb9f53e88190847f93e0bbca6ea0 completed April 21, 2026, 4:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09279ea0b48190a78673940c2b6102 completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a0929abe3f08190b11668da23eaad6a completed May 17, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_6a092a598ce48190accdca513e2361d7 completed May 17, 2026, 2:39 a.m.
Created at: April 16, 2026, 1:42 p.m.