Triple
T17835027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southampton, Massachusetts |
E445359
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Southampton Fire Department
The Southampton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Southampton, Massachusetts.
|
E1292228
|
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: Southampton Fire Department | Statement: [Southampton, Massachusetts, hasPublicService, Southampton Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southampton Fire Department Context triple: [Southampton, Massachusetts, hasPublicService, Southampton Fire Department]
-
A.
Plymouth Fire Department
The Plymouth Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Plymouth, Michigan.
-
B.
Plymouth Fire Department
The Plymouth Fire Department is the municipal fire and emergency response agency serving the city of Plymouth, Indiana.
-
C.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
D.
Randolph Fire Department
The Randolph Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical assistance to the town of Randolph, Massachusetts.
-
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: Southampton Fire Department Triple: [Southampton, Massachusetts, hasPublicService, Southampton Fire Department]
Generated description
The Southampton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Southampton, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southampton Fire Department Target entity description: The Southampton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Southampton, Massachusetts.
-
A.
Plymouth Fire Department
The Plymouth Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Plymouth, Michigan.
-
B.
Plymouth Fire Department
The Plymouth Fire Department is the municipal fire and emergency response agency serving the city of Plymouth, Indiana.
-
C.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
D.
Randolph Fire Department
The Randolph Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical assistance to the town of Randolph, Massachusetts.
-
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_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.