Triple
T14934083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dunstable, Massachusetts |
E372343
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object |
Dunstable Fire Department
The Dunstable Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the town of Dunstable, Massachusetts.
|
E1128871
|
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: Dunstable Fire Department | Statement: [Dunstable, Massachusetts, hasEmergencyService, Dunstable Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dunstable Fire Department Context triple: [Dunstable, Massachusetts, hasEmergencyService, Dunstable Fire Department]
-
A.
DuPont Fire Department
The DuPont Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical care to the community of DuPont, Washington.
-
B.
Plaistow Fire Department
The Plaistow Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the town of Plaistow, New Hampshire.
-
C.
Dennis Fire Department
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
-
D.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
E.
Hampden Fire Department
The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
- 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: Dunstable Fire Department Triple: [Dunstable, Massachusetts, hasEmergencyService, Dunstable Fire Department]
Generated description
The Dunstable Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the town of Dunstable, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dunstable Fire Department Target entity description: The Dunstable Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the town of Dunstable, Massachusetts.
-
A.
DuPont Fire Department
The DuPont Fire Department is the municipal emergency response agency providing fire protection, rescue services, and emergency medical care to the community of DuPont, Washington.
-
B.
Plaistow Fire Department
The Plaistow Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the town of Plaistow, New Hampshire.
-
C.
Dennis Fire Department
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
-
D.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
E.
Hampden Fire Department
The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
- 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_69d85cc9da0c81908d583ca3f63a3908 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded646a0808190ba5c0c91bde011c5 |
completed | April 15, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe7e8c8d188190b027f14256b0ce01 |
completed | May 9, 2026, 12:23 a.m. |
| NEDg | Description generation | batch_69fe7ff5c84c8190b3e97f09633bf181 |
completed | May 9, 2026, 12:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe80be100481908dcf07b683fc1411 |
completed | May 9, 2026, 12:33 a.m. |
Created at: April 10, 2026, 2:37 a.m.