Triple
T12678428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norfolk, Massachusetts |
E302881
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Norfolk Fire Department
The Norfolk Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in the town of Norfolk, Massachusetts.
|
E996767
|
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: Norfolk Fire Department | Statement: [Norfolk, Massachusetts, hasPublicService, Norfolk Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Norfolk Fire Department Context triple: [Norfolk, Massachusetts, hasPublicService, Norfolk Fire Department]
-
A.
Ventnor City Fire Department
The Ventnor City Fire Department is the municipal agency responsible for providing fire protection, emergency response, and related safety services to the community of Ventnor City, New Jersey.
-
B.
Smithfield Fire Department
The Smithfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Smithfield, Rhode Island.
-
C.
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.
-
D.
Pembroke Fire Department
Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
-
E.
Dover Fire Department
The Dover Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Dover, Ohio.
- 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: Norfolk Fire Department Triple: [Norfolk, Massachusetts, hasPublicService, Norfolk Fire Department]
Generated description
The Norfolk Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in the town of Norfolk, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Norfolk Fire Department Target entity description: The Norfolk Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in the town of Norfolk, Massachusetts.
-
A.
Ventnor City Fire Department
The Ventnor City Fire Department is the municipal agency responsible for providing fire protection, emergency response, and related safety services to the community of Ventnor City, New Jersey.
-
B.
Smithfield Fire Department
The Smithfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Smithfield, Rhode Island.
-
C.
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.
-
D.
Pembroke Fire Department
Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
-
E.
Dover Fire Department
The Dover Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Dover, Ohio.
- 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_69d7bdee64a08190801c6d470aefd723 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961b1dff48190923290555ece5d89 |
completed | April 10, 2026, 8:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671a341288190822fae2469efea09 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f672ac07908190bd2dfe90d55a13c1 |
completed | May 2, 2026, 9:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67360b530819085d5db2aa0b7513d |
completed | May 2, 2026, 9:57 p.m. |
Created at: April 9, 2026, 5:20 p.m.