Triple
T10421345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Scituate |
E245658
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Scituate Fire Department
The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
|
E862825
|
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: Scituate Fire Department | Statement: [North Scituate, hasPublicService, Scituate Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scituate Fire Department Context triple: [North Scituate, hasPublicService, Scituate 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.
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.
-
C.
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.
-
D.
Tewksbury Fire Department
The Tewksbury Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the town of Tewksbury, Massachusetts.
-
E.
Peabody Fire Department
The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
- 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: Scituate Fire Department Triple: [North Scituate, hasPublicService, Scituate Fire Department]
Generated description
The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scituate Fire Department Target entity description: The Scituate Fire Department is the municipal fire and emergency response agency serving the community of North Scituate.
-
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.
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.
-
C.
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.
-
D.
Tewksbury Fire Department
The Tewksbury Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the town of Tewksbury, Massachusetts.
-
E.
Peabody Fire Department
The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
- 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_69d381be340c8190b05998703d42d224 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4ea2bee2081908e5e65df9100d463 |
completed | April 7, 2026, 11:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d87ea554888190bf2ef31e33c0ff14 |
completed | April 10, 2026, 4:37 a.m. |
| NEDg | Description generation | batch_69d8837e70508190b03e8983b2617eac |
completed | April 10, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d889cc40648190a1d80b955e676ea5 |
completed | April 10, 2026, 5:25 a.m. |
Created at: April 6, 2026, 12:11 p.m.