Triple

T10344368
Position Surface form Disambiguated ID Type / Status
Subject Richmond Heights, Ohio E243704 entity
Predicate hasFireDepartment P464 FINISHED
Object Richmond Heights Fire Department
The Richmond Heights Fire Department is the municipal emergency services agency providing fire protection, rescue, and medical response for the city of Richmond Heights, Ohio.
E858425 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: Richmond Heights Fire Department | Statement: [Richmond Heights, Ohio, hasFireDepartment, Richmond Heights Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richmond Heights Fire Department
Context triple: [Richmond Heights, Ohio, hasFireDepartment, Richmond Heights Fire Department]
  • A. Berkeley Heights Fire Department
    The Berkeley Heights Fire Department is the municipal fire and emergency response agency serving the community of Berkeley Heights, New Jersey.
  • B. Harker Heights Fire Department
    The Harker Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the city of Harker Heights, Texas.
  • C. Mayfield Heights Fire Department
    The Mayfield Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Mayfield Heights.
  • D. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • E. Rosemont Fire Department
    The Rosemont Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in the village of Rosemont, 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: Richmond Heights Fire Department
Triple: [Richmond Heights, Ohio, hasFireDepartment, Richmond Heights Fire Department]
Generated description
The Richmond Heights Fire Department is the municipal emergency services agency providing fire protection, rescue, and medical response for the city of Richmond Heights, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richmond Heights Fire Department
Target entity description: The Richmond Heights Fire Department is the municipal emergency services agency providing fire protection, rescue, and medical response for the city of Richmond Heights, Ohio.
  • A. Berkeley Heights Fire Department
    The Berkeley Heights Fire Department is the municipal fire and emergency response agency serving the community of Berkeley Heights, New Jersey.
  • B. Harker Heights Fire Department
    The Harker Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the city of Harker Heights, Texas.
  • C. Mayfield Heights Fire Department
    The Mayfield Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Mayfield Heights.
  • D. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • E. Rosemont Fire Department
    The Rosemont Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in the village of Rosemont, 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9228cd88190bcd94b85537233c1 completed April 7, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d75077dfbc81908de29aac1a3bb19f completed April 9, 2026, 7:08 a.m.
NEDg Description generation batch_69d7618c9abc819080c4d6669dfb8320 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d7702ae24481908b0f5319413e81d4 completed April 9, 2026, 9:23 a.m.
Created at: April 6, 2026, 11:55 a.m.