Triple

T16410083
Position Surface form Disambiguated ID Type / Status
Subject Whitehall, Ohio E398537 entity
Predicate hasFireDepartment P464 FINISHED
Object Whitehall Division of Fire
Whitehall Division of Fire is the municipal fire and emergency medical services department serving the city of Whitehall, Ohio.
 E1211943 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: Whitehall Division of Fire | Statement: [Whitehall, Ohio, hasFireDepartment, Whitehall Division of Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whitehall Division of Fire
Context triple: [Whitehall, Ohio, hasFireDepartment, Whitehall Division of Fire]
  • A. Wantagh Fire Department
    The Wantagh Fire Department is a volunteer emergency services organization providing fire protection and rescue services to the community of Wantagh, New York.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • C. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • D. Middlesex Borough Fire Department
    The Middlesex Borough Fire Department is the municipal fire and rescue agency responsible for protecting lives and property in Middlesex Borough, New Jersey.
  • E. Medway Fire Department
    The Medway Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the town of Medway, Massachusetts.
  • 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: Whitehall Division of Fire
Triple: [Whitehall, Ohio, hasFireDepartment, Whitehall Division of Fire]
Generated description
Whitehall Division of Fire is the municipal fire and emergency medical services department serving the city of Whitehall, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whitehall Division of Fire
Target entity description: Whitehall Division of Fire is the municipal fire and emergency medical services department serving the city of Whitehall, Ohio.
  • A. Wantagh Fire Department
    The Wantagh Fire Department is a volunteer emergency services organization providing fire protection and rescue services to the community of Wantagh, New York.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • C. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • D. Middlesex Borough Fire Department
    The Middlesex Borough Fire Department is the municipal fire and rescue agency responsible for protecting lives and property in Middlesex Borough, New Jersey.
  • E. Medway Fire Department
    The Medway Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the town of Medway, Massachusetts.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e328731a408190b38dcab0b7bb65ff completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c66d41481909340f247f6e5393f completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a003f2971bc819099f9b6800885bb5f completed May 10, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_6a003ff96b3081909bcef37c77c0c5b1 completed May 10, 2026, 8:21 a.m.
Created at: April 10, 2026, 5:09 a.m.