Triple
T12429801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Holbrook, Massachusetts |
E296995
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Holbrook Fire Department
The Holbrook Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the town of Holbrook, Massachusetts.
|
E983904
|
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: Holbrook Fire Department | Statement: [Holbrook, Massachusetts, hasEmergencyServices, Holbrook Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Holbrook Fire Department Context triple: [Holbrook, Massachusetts, hasEmergencyServices, Holbrook Fire Department]
-
A.
Holbrook Police Department
The Holbrook Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the town of Holbrook, Massachusetts.
-
B.
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.
-
C.
Melissa Fire Department
Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
-
D.
Plainville Fire Department
The Plainville Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Plainville, Massachusetts.
-
E.
Boxborough Fire Department
The Boxborough Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and related public safety services in the town of Boxborough, Massachusetts.
- 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: Holbrook Fire Department Triple: [Holbrook, Massachusetts, hasEmergencyServices, Holbrook Fire Department]
Generated description
The Holbrook Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the town of Holbrook, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Holbrook Fire Department Target entity description: The Holbrook Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the town of Holbrook, Massachusetts.
-
A.
Holbrook Police Department
The Holbrook Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the town of Holbrook, Massachusetts.
-
B.
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.
-
C.
Melissa Fire Department
Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
-
D.
Plainville Fire Department
The Plainville Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Plainville, Massachusetts.
-
E.
Boxborough Fire Department
The Boxborough Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and related public safety services in the town of Boxborough, Massachusetts.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d7ddc688190bddb242d67fa6e89 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f049c9c81908d870b0ee05f2d7e |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f640b513488190893359e9964dbe98 |
completed | May 2, 2026, 6:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f641abe114819093d99a327f2220c2 |
completed | May 2, 2026, 6:25 p.m. |
Created at: April 8, 2026, 9:55 p.m.