Triple

T10789366
Position Surface form Disambiguated ID Type / Status
Subject Northville Township, Michigan E254535 entity
Predicate hasPublicService P6352 FINISHED
Object Northville Township Fire Department
The Northville Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response to Northville Township, Michigan.
 E885973 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: Northville Township Fire Department | Statement: [Northville Township, Michigan, hasPublicService, Northville Township Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northville Township Fire Department
Context triple: [Northville Township, Michigan, hasPublicService, Northville Township Fire Department]
  • A. North Royalton Fire Department
    The North Royalton Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and emergency medical response in North Royalton, Ohio.
  • B. Sterling Heights Fire Department
    The Sterling Heights Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Sterling Heights, Michigan.
  • C. Canton Township Fire Department
    The Canton Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for Canton Township, Michigan.
  • D. 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.
  • E. Grosse Ile Township Fire Department
    The Grosse Ile Township Fire Department is the local fire and emergency response agency serving the community of Grosse Ile Township, Michigan.
  • 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: Northville Township Fire Department
Triple: [Northville Township, Michigan, hasPublicService, Northville Township Fire Department]
Generated description
The Northville Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response to Northville Township, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northville Township Fire Department
Target entity description: The Northville Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response to Northville Township, Michigan.
  • A. North Royalton Fire Department
    The North Royalton Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and emergency medical response in North Royalton, Ohio.
  • B. Sterling Heights Fire Department
    The Sterling Heights Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Sterling Heights, Michigan.
  • C. Canton Township Fire Department
    The Canton Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for Canton Township, Michigan.
  • D. 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.
  • E. Grosse Ile Township Fire Department
    The Grosse Ile Township Fire Department is the local fire and emergency response agency serving the community of Grosse Ile Township, Michigan.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732f4b1388190a1364e56a90e8388 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de562873b081908bea08c56b1c1e3f completed April 14, 2026, 2:58 p.m.
NEDg Description generation batch_69de5eadb9448190bdf69711394e2ab7 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de607917808190922df6521d7bfb07 completed April 14, 2026, 3:42 p.m.
Created at: April 8, 2026, 9:17 p.m.