Triple

T8178037
Position Surface form Disambiguated ID Type / Status
Subject Oxford, Ohio, United States E190987 entity
Predicate hasPublicService P6352 FINISHED
Object Oxford Fire Department
The Oxford Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Oxford, Ohio.
E716433 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: Oxford Fire Department | Statement: [Oxford, Ohio, United States, hasPublicService, Oxford Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oxford Fire Department
Context triple: [Oxford, Ohio, United States, hasPublicService, Oxford Fire Department]
  • A. Oxfordshire Fire and Rescue Service
    Oxfordshire Fire and Rescue Service is the statutory fire and emergency response service responsible for protecting life, property, and the environment across the county of Oxfordshire, England.
  • B. Manchester Fire Brigade
    Manchester Fire Brigade was a former local fire and rescue authority that served the Manchester area before being incorporated into the larger Greater Manchester Fire and Rescue Service.
  • C. Cambridge Fire Department
    The Cambridge Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Cambridge, 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. Staffordshire Fire and Rescue Service
    Staffordshire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Staffordshire, England.
  • 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: Oxford Fire Department
Triple: [Oxford, Ohio, United States, hasPublicService, Oxford Fire Department]
Generated description
The Oxford Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Oxford, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oxford Fire Department
Target entity description: The Oxford Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Oxford, Ohio.
  • A. Oxfordshire Fire and Rescue Service
    Oxfordshire Fire and Rescue Service is the statutory fire and emergency response service responsible for protecting life, property, and the environment across the county of Oxfordshire, England.
  • B. Manchester Fire Brigade
    Manchester Fire Brigade was a former local fire and rescue authority that served the Manchester area before being incorporated into the larger Greater Manchester Fire and Rescue Service.
  • C. Cambridge Fire Department
    The Cambridge Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Cambridge, 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. Staffordshire Fire and Rescue Service
    Staffordshire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Staffordshire, England.
  • 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_69ca82c4538081909404325aa5639483 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4abb66bc81908d758c7af2e23ac6 completed March 31, 2026, 4:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf7f02d08190a6cedc37b64a0d9e completed April 1, 2026, 6:47 a.m.
NEDg Description generation batch_69ccc313ba7c81909b9ee65b37ed165e completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd85aa2888190bd167148b21a3f93 completed April 1, 2026, 8:33 a.m.
Created at: March 30, 2026, 5:40 p.m.