Triple
T17835482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stoughton, Massachusetts |
E445371
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Stoughton Fire Department
The Stoughton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the town of Stoughton, Massachusetts.
|
E1292232
|
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: Stoughton Fire Department | Statement: [Stoughton, Massachusetts, hasFireDepartment, Stoughton Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stoughton Fire Department Context triple: [Stoughton, Massachusetts, hasFireDepartment, Stoughton Fire Department]
-
A.
Sherborn Fire Department
The Sherborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Sherborn, Massachusetts.
-
B.
Scituate Fire Department
The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
-
C.
Watertown Fire Department
The Watertown Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and rescue services in Watertown, Massachusetts.
-
D.
Fitchburg Fire Department
The Fitchburg Fire Department is a municipal fire and emergency services agency responsible for protecting the city of Fitchburg, Massachusetts and its surrounding neighborhoods.
-
E.
Brockton Fire Department
The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, 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: Stoughton Fire Department Triple: [Stoughton, Massachusetts, hasFireDepartment, Stoughton Fire Department]
Generated description
The Stoughton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the town of Stoughton, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stoughton Fire Department Target entity description: The Stoughton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the town of Stoughton, Massachusetts.
-
A.
Sherborn Fire Department
The Sherborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Sherborn, Massachusetts.
-
B.
Scituate Fire Department
The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
-
C.
Watertown Fire Department
The Watertown Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and rescue services in Watertown, Massachusetts.
-
D.
Fitchburg Fire Department
The Fitchburg Fire Department is a municipal fire and emergency services agency responsible for protecting the city of Fitchburg, Massachusetts and its surrounding neighborhoods.
-
E.
Brockton Fire Department
The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, 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_69d8b9f1a6d881909f024bc603111cdb |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48d271e4481909664897cb789fe4a |
completed | April 19, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a030c58d9408190b0fdfe3a446c833f |
completed | May 12, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a030d738f94819087105783689935f0 |
completed | May 12, 2026, 11:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030e300bd881908480e68413c5d1c4 |
completed | May 12, 2026, 11:25 a.m. |
Created at: April 10, 2026, 10:16 a.m.