Triple

T20969430
Position Surface form Disambiguated ID Type / Status
Subject Clark County Fire Department E516454 entity
Predicate collaboratesWith P37 FINISHED
Object North Las Vegas Fire Department
The North Las Vegas Fire Department is a municipal fire and emergency services agency responsible for fire protection, rescue operations, and emergency medical response within the city of North Las Vegas, Nevada.
 E1460503 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: North Las Vegas Fire Department | Statement: [Clark County Fire Department, collaboratesWith, North Las Vegas Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Las Vegas Fire Department
Context triple: [Clark County Fire Department, collaboratesWith, North Las Vegas Fire Department]
  • A. Las Vegas Fire & Rescue
    Las Vegas Fire & Rescue is the primary municipal fire and emergency services department for the city of Las Vegas, providing fire suppression, emergency medical response, and rescue operations.
  • B. West Valley City Fire Department
    The West Valley City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for West Valley City, Utah.
  • C. Rocklin Fire Department
    The Rocklin Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety operations in the city of Rocklin, California.
  • D. Fort Mojave Indian Tribe Fire Department
    The Fort Mojave Indian Tribe Fire Department is the tribal fire and emergency services agency responsible for protecting the Fort Mojave Indian Reservation and its surrounding communities.
  • E. 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.
  • 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: North Las Vegas Fire Department
Triple: [Clark County Fire Department, collaboratesWith, North Las Vegas Fire Department]
Generated description
The North Las Vegas Fire Department is a municipal fire and emergency services agency responsible for fire protection, rescue operations, and emergency medical response within the city of North Las Vegas, Nevada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Las Vegas Fire Department
Target entity description: The North Las Vegas Fire Department is a municipal fire and emergency services agency responsible for fire protection, rescue operations, and emergency medical response within the city of North Las Vegas, Nevada.
  • A. Las Vegas Fire & Rescue
    Las Vegas Fire & Rescue is the primary municipal fire and emergency services department for the city of Las Vegas, providing fire suppression, emergency medical response, and rescue operations.
  • B. West Valley City Fire Department
    The West Valley City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for West Valley City, Utah.
  • C. Rocklin Fire Department
    The Rocklin Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety operations in the city of Rocklin, California.
  • D. Fort Mojave Indian Tribe Fire Department
    The Fort Mojave Indian Tribe Fire Department is the tribal fire and emergency services agency responsible for protecting the Fort Mojave Indian Reservation and its surrounding communities.
  • E. 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.
  • 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_6a092fb3e5088190bf842c0e7aabc14d completed May 17, 2026, 3:02 a.m.
NEDg Description generation batch_6a0930a5cffc8190a7d1cc19e5cacf49 completed May 17, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_6a093133c77c8190a9e0326980c7717f completed May 17, 2026, 3:08 a.m.
Created at: April 16, 2026, 1:42 p.m.