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.