Triple

T13177963
Position Surface form Disambiguated ID Type / Status
Subject Palmview, Texas E313148 entity
Predicate publicSafety P8728 FINISHED
Object Palmview Fire Department
Palmview Fire Department is the municipal fire and emergency response agency serving the community of Palmview, Texas.
E1028688 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: Palmview Fire Department | Statement: [Palmview, Texas, publicSafety, Palmview Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palmview Fire Department
Context triple: [Palmview, Texas, publicSafety, Palmview Fire Department]
  • A. Grandview Fire Department
    The Grandview Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Grandview, Missouri.
  • B. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • 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. Papillion Fire Department
    The Papillion Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Papillion, Nebraska.
  • E. Picayune Fire Department
    The Picayune Fire Department is the municipal firefighting and emergency response agency serving the city of Picayune, Mississippi.
  • 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: Palmview Fire Department
Triple: [Palmview, Texas, publicSafety, Palmview Fire Department]
Generated description
Palmview Fire Department is the municipal fire and emergency response agency serving the community of Palmview, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palmview Fire Department
Target entity description: Palmview Fire Department is the municipal fire and emergency response agency serving the community of Palmview, Texas.
  • A. Grandview Fire Department
    The Grandview Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Grandview, Missouri.
  • B. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • 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. Papillion Fire Department
    The Papillion Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Papillion, Nebraska.
  • E. Picayune Fire Department
    The Picayune Fire Department is the municipal firefighting and emergency response agency serving the city of Picayune, Mississippi.
  • 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_69d806ac3ee081909b2fd27d060aa974 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c47e79c81908031d3e6f1cfd64f completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff116f1c819097e4c53cd1411d78 completed May 3, 2026, 7:53 a.m.
NEDg Description generation batch_69f7013a368c8190a768f837f6551f5b completed May 3, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69f7038563848190ae96538e30ecafd5 completed May 3, 2026, 8:12 a.m.
Created at: April 9, 2026, 9:14 p.m.