Triple

T17927209
Position Surface form Disambiguated ID Type / Status
Subject Clark, New Jersey E448227 entity
Predicate hasEmergencyService P464 FINISHED
Object Clark Fire Department
The Clark Fire Department is the municipal fire and emergency response agency serving the community of Clark, New Jersey.
E1298269 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: Clark Fire Department | Statement: [Clark, New Jersey, hasEmergencyService, Clark Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clark Fire Department
Context triple: [Clark, New Jersey, hasEmergencyService, Clark Fire Department]
  • A. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • B. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • C. Spring Fire Department
    The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, 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. Gray Fire-Rescue Department
    Gray Fire-Rescue Department is the municipal emergency services agency providing fire protection, rescue operations, and emergency medical response for the town of Gray, Maine.
  • 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: Clark Fire Department
Triple: [Clark, New Jersey, hasEmergencyService, Clark Fire Department]
Generated description
The Clark Fire Department is the municipal fire and emergency response agency serving the community of Clark, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clark Fire Department
Target entity description: The Clark Fire Department is the municipal fire and emergency response agency serving the community of Clark, New Jersey.
  • A. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • B. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • C. Spring Fire Department
    The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, 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. Gray Fire-Rescue Department
    Gray Fire-Rescue Department is the municipal emergency services agency providing fire protection, rescue operations, and emergency medical response for the town of Gray, Maine.
  • 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_69d8b9f79d14819095540856928f0e25 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4a54f29a88190b035d8473765bde5 completed April 19, 2026, 9:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03290f30a88190814f4045eb31e639 completed May 12, 2026, 1:20 p.m.
NEDg Description generation batch_6a032b4780b881909f6f8038efe726ec completed May 12, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_6a032c8f29848190bd3e2a8d55b558a9 completed May 12, 2026, 1:35 p.m.
Created at: April 10, 2026, 10:20 a.m.