Triple
T13324157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Harwich government |
E317394
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Harwich Fire Department
The Harwich Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the town of Harwich, Massachusetts.
|
E1034367
|
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: Harwich Fire Department | Statement: [Town of Harwich government, hasDepartment, Harwich Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harwich Fire Department Context triple: [Town of Harwich government, hasDepartment, Harwich Fire Department]
-
A.
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.
-
B.
Chelmsford Fire Department
The Chelmsford Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and related public safety services in the town of Chelmsford, Massachusetts.
-
C.
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.
-
D.
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.
-
E.
Brookline Fire Company
Brookline Fire Company is a volunteer fire and emergency services organization serving the community of Haverford Township in Pennsylvania.
- 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: Harwich Fire Department Triple: [Town of Harwich government, hasDepartment, Harwich Fire Department]
Generated description
The Harwich Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the town of Harwich, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harwich Fire Department Target entity description: The Harwich Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the town of Harwich, Massachusetts.
-
A.
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.
-
B.
Chelmsford Fire Department
The Chelmsford Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and related public safety services in the town of Chelmsford, Massachusetts.
-
C.
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.
-
D.
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.
-
E.
Brookline Fire Company
Brookline Fire Company is a volunteer fire and emergency services organization serving the community of Haverford Township in Pennsylvania.
- 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_69d806b4d62c81908d4ced1665414be5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9992c1fec8190bcb6a6bb3c973a24 |
completed | April 11, 2026, 12:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f2cd5688190a2a0db0f0295de83 |
completed | May 3, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_69f71fe2c128819096cc31c9cbb739b5 |
completed | May 3, 2026, 10:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7208d47388190b1b51f346b0d1423 |
completed | May 3, 2026, 10:16 a.m. |
Created at: April 9, 2026, 9:30 p.m.