Triple

T11004506
Position Surface form Disambiguated ID Type / Status
Subject Ann Arbor City Council E260079 entity
Predicate governingBodyOf P479 FINISHED
Object Ann Arbor Fire Department (policy and budget)
The Ann Arbor Fire Department (policy and budget) is the municipal agency responsible for fire protection and related emergency services in Ann Arbor, Michigan, operating under policies and funding allocations set by the Ann Arbor City Council.
 E899090 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: Ann Arbor Fire Department (policy and budget) | Statement: [Ann Arbor City Council, governingBodyOf, Ann Arbor Fire Department (policy and budget)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ann Arbor Fire Department (policy and budget)
Context triple: [Ann Arbor City Council, governingBodyOf, Ann Arbor Fire Department (policy and budget)]
  • A. Allen Park Fire Department
    The Allen Park Fire Department is the municipal fire and emergency services agency serving the city of Allen Park, Michigan.
  • 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. Hazel Park Fire Department
    The Hazel Park Fire Department is the municipal fire and emergency response agency serving the city of Hazel Park in Oakland County, Michigan.
  • D. 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.
  • E. Huron Township Fire Department
    The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
  • 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: Ann Arbor Fire Department (policy and budget)
Triple: [Ann Arbor City Council, governingBodyOf, Ann Arbor Fire Department (policy and budget)]
Generated description
The Ann Arbor Fire Department (policy and budget) is the municipal agency responsible for fire protection and related emergency services in Ann Arbor, Michigan, operating under policies and funding allocations set by the Ann Arbor City Council.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ann Arbor Fire Department (policy and budget)
Target entity description: The Ann Arbor Fire Department (policy and budget) is the municipal agency responsible for fire protection and related emergency services in Ann Arbor, Michigan, operating under policies and funding allocations set by the Ann Arbor City Council.
  • A. Allen Park Fire Department
    The Allen Park Fire Department is the municipal fire and emergency services agency serving the city of Allen Park, Michigan.
  • 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. Hazel Park Fire Department
    The Hazel Park Fire Department is the municipal fire and emergency response agency serving the city of Hazel Park in Oakland County, Michigan.
  • D. 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.
  • E. Huron Township Fire Department
    The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797553c408190b8dca21250243479 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3454cb6008190b24b128d507f2cf4 completed April 18, 2026, 8:48 a.m.
NEDg Description generation batch_69e35570b0bc8190a939b0c8e3ce8105 completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e359508a388190a16d48a17015e13e completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:25 p.m.