Triple
T17410624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Gloucester government |
E423346
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Gloucester Fire Department
The Gloucester Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Gloucester, Massachusetts.
|
E1267318
|
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: Gloucester Fire Department | Statement: [City of Gloucester government, hasDepartment, Gloucester Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gloucester Fire Department Context triple: [City of Gloucester government, hasDepartment, Gloucester Fire Department]
-
A.
Gloucestershire Fire and Rescue Service
Gloucestershire 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 Gloucestershire in South West England.
-
B.
Leicester Fire Department
The Leicester Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the town of Leicester, Massachusetts.
-
C.
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.
-
D.
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.
-
E.
Pembroke Fire Department
Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
- 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: Gloucester Fire Department Triple: [City of Gloucester government, hasDepartment, Gloucester Fire Department]
Generated description
The Gloucester Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Gloucester, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gloucester Fire Department Target entity description: The Gloucester Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Gloucester, Massachusetts.
-
A.
Gloucestershire Fire and Rescue Service
Gloucestershire 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 Gloucestershire in South West England.
-
B.
Leicester Fire Department
The Leicester Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the town of Leicester, Massachusetts.
-
C.
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.
-
D.
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.
-
E.
Pembroke Fire Department
Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
- 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_69d889d7d27c819088486ce3f0627fa1 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43b0a88e881909b2886bd90c92992 |
completed | April 19, 2026, 2:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01a7fdb4348190a905b476379c3245 |
completed | May 11, 2026, 9:57 a.m. |
| NEDg | Description generation | batch_6a01a886818881909f237f69c6d77f93 |
completed | May 11, 2026, 9:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a9183410819083c8239e3ce38ea2 |
completed | May 11, 2026, 10:02 a.m. |
Created at: April 10, 2026, 5:46 a.m.