Triple

T5552441
Position Surface form Disambiguated ID Type / Status
Subject Redford Township, Michigan E145557 entity
Predicate hasPublicSafetyService P13246 FINISHED
Object Redford Township Fire Department
The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
 E530164 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: Redford Township Fire Department | Statement: [Redford Township, Michigan, hasPublicSafetyService, Redford Township Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Redford Township Fire Department
Context triple: [Redford Township, Michigan, hasPublicSafetyService, Redford Township Fire Department]
  • A. Oak Point Fire Department
    Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
  • B. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • C. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • D. Karns Fire Department
    Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
  • E. South Holland Fire Department
    The South Holland Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of South Holland, Illinois.
  • 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: Redford Township Fire Department
Triple: [Redford Township, Michigan, hasPublicSafetyService, Redford Township Fire Department]
Generated description
The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Redford Township Fire Department
Target entity description: The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
  • A. Oak Point Fire Department
    Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
  • B. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • C. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • D. Karns Fire Department
    Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
  • E. South Holland Fire Department
    The South Holland Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of South Holland, Illinois.
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01ff872bc81908e14776f7ba4154e completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0283878d88190ac60064e604aa002 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0407824dc81908bc6a9662e0dbe7a completed March 22, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04141ea408190aba1463d56ad6b7d completed March 22, 2026, 7:21 p.m.
Created at: March 22, 2026, 3:35 p.m.