Triple
T3605039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Cambridge government |
E76348
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Cambridge Fire Department
The Cambridge Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Cambridge, Massachusetts.
|
E371461
|
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: Cambridge Fire Department | Statement: [City of Cambridge government, hasDepartment, Cambridge Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge Fire Department Context triple: [City of Cambridge government, hasDepartment, Cambridge 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.
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.
-
C.
Middlesex Borough Fire Department
The Middlesex Borough Fire Department is the municipal fire and rescue agency responsible for protecting lives and property in Middlesex Borough, New Jersey.
-
D.
Peabody Fire Department
The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
-
E.
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.
- 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: Cambridge Fire Department Triple: [City of Cambridge government, hasDepartment, Cambridge Fire Department]
Generated description
The Cambridge Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Cambridge, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge Fire Department Target entity description: The Cambridge Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Cambridge, 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.
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.
-
C.
Middlesex Borough Fire Department
The Middlesex Borough Fire Department is the municipal fire and rescue agency responsible for protecting lives and property in Middlesex Borough, New Jersey.
-
D.
Peabody Fire Department
The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
-
E.
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.
- 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_69ad85d93dcc819094fba90cf70f4996 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc1e1f9188190b481c26b7f561db7 |
completed | March 8, 2026, 6:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b40320a0308190b2f358fe1488ed98 |
completed | March 13, 2026, 12:29 p.m. |
| NEDg | Description generation | batch_69b4041bc85c8190948b7e47aef0e0d0 |
completed | March 13, 2026, 12:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b408778220819086935bfa9c0dd4fd |
completed | March 13, 2026, 12:52 p.m. |
Created at: March 8, 2026, 3:22 p.m.