Triple

T6988537
Position Surface form Disambiguated ID Type / Status
Subject Midfield, Alabama E162025 entity
Predicate hasFireService P8978 FINISHED
Object Midfield Fire Department
Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
 E633067 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: Midfield Fire Department | Statement: [Midfield, Alabama, hasFireService, Midfield Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Midfield Fire Department
Context triple: [Midfield, Alabama, hasFireService, Midfield Fire Department]
  • A. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • B. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • 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. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • E. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • 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: Midfield Fire Department
Triple: [Midfield, Alabama, hasFireService, Midfield Fire Department]
Generated description
Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Midfield Fire Department
Target entity description: Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
  • A. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • B. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • 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. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • E. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • 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_69c68856d7808190ab33ee914640281b completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbbd926c8190a8b60527bd553fa3 completed March 27, 2026, 7:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761d3f07081908892cdcac8e0917c completed March 28, 2026, 5:06 a.m.
NEDg Description generation batch_69c7637e42e4819082c8a01c359e11ce completed March 28, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69c76412b3248190b7515cc7dcee1e8a completed March 28, 2026, 5:16 a.m.
Created at: March 27, 2026, 2:32 p.m.