Triple
T13687408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Barnstable government |
E328166
|
entity |
| Predicate | subdivision |
P747
|
FINISHED |
| Object |
Barnstable Fire Departments
Barnstable Fire Departments are the municipal fire and emergency response agencies serving the various villages and communities within the Town of Barnstable, Massachusetts.
|
E1054454
|
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: Barnstable Fire Departments | Statement: [Town of Barnstable government, subdivision, Barnstable Fire Departments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnstable Fire Departments Context triple: [Town of Barnstable government, subdivision, Barnstable Fire Departments]
-
A.
Hyannis Fire District
Hyannis Fire District is the local fire protection and emergency services agency serving the village of Hyannis in Barnstable, Massachusetts.
-
B.
Wellfleet Fire Department
The Wellfleet Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in the town of Wellfleet, Massachusetts.
-
C.
Mashpee Fire Department
The Mashpee Fire Department is the local fire and emergency response agency serving the town of Mashpee, Massachusetts, including the Mashpee Neck area.
-
D.
Scituate Fire Department
The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
-
E.
Rockland Fire Department
The Rockland Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Rockland, 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: Barnstable Fire Departments Triple: [Town of Barnstable government, subdivision, Barnstable Fire Departments]
Generated description
Barnstable Fire Departments are the municipal fire and emergency response agencies serving the various villages and communities within the Town of Barnstable, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barnstable Fire Departments Target entity description: Barnstable Fire Departments are the municipal fire and emergency response agencies serving the various villages and communities within the Town of Barnstable, Massachusetts.
-
A.
Hyannis Fire District
Hyannis Fire District is the local fire protection and emergency services agency serving the village of Hyannis in Barnstable, Massachusetts.
-
B.
Wellfleet Fire Department
The Wellfleet Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in the town of Wellfleet, Massachusetts.
-
C.
Mashpee Fire Department
The Mashpee Fire Department is the local fire and emergency response agency serving the town of Mashpee, Massachusetts, including the Mashpee Neck area.
-
D.
Scituate Fire Department
The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
-
E.
Rockland Fire Department
The Rockland Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Rockland, 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_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc670968881908e2b4fdf656c7285 |
completed | April 12, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7944981ec8190be5ff39b7c2c70ab |
completed | May 3, 2026, 6:30 p.m. |
| NEDg | Description generation | batch_69f795e361c48190b37060312e7df181 |
completed | May 3, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f796e5c60c8190a19389bc4cdbd658 |
completed | May 3, 2026, 6:41 p.m. |
Created at: April 9, 2026, 9:53 p.m.