Triple

T9674834
Position Surface form Disambiguated ID Type / Status
Subject Picayune E234120 entity
Predicate hasFireDepartment P464 FINISHED
Object Picayune Fire Department
The Picayune Fire Department is the municipal firefighting and emergency response agency serving the city of Picayune, Mississippi.
 E814029 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: Picayune Fire Department | Statement: [Picayune, hasFireDepartment, Picayune Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Picayune Fire Department
Context triple: [Picayune, hasFireDepartment, Picayune Fire Department]
  • A. 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.
  • B. Cocopah Fire Department
    The Cocopah Fire Department is the emergency services agency responsible for fire protection and related public safety services within the Cocopah Indian Tribe 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. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • E. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • 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: Picayune Fire Department
Triple: [Picayune, hasFireDepartment, Picayune Fire Department]
Generated description
The Picayune Fire Department is the municipal firefighting and emergency response agency serving the city of Picayune, Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Picayune Fire Department
Target entity description: The Picayune Fire Department is the municipal firefighting and emergency response agency serving the city of Picayune, Mississippi.
  • A. 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.
  • B. Cocopah Fire Department
    The Cocopah Fire Department is the emergency services agency responsible for fire protection and related public safety services within the Cocopah Indian Tribe 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. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • E. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • 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_69ca848f55e48190b3f67252571c3d45 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c6d6dd48190a77c486337a58cb6 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a2d030c8190ada52e855bc9afc8 completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18bf051448190aaa3a7198c23fd39 completed April 4, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69d18c8783f08190858681b51096fe56 completed April 4, 2026, 10:11 p.m.
Created at: March 30, 2026, 8:15 p.m.