Triple
T1180202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lynnfield |
E25116
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Lynnfield Fire Department
The Lynnfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in the town of Lynnfield, Massachusetts.
|
E136923
|
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: Lynnfield Fire Department | Statement: [Lynnfield, hasFireDepartment, Lynnfield Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lynnfield Fire Department Context triple: [Lynnfield, hasFireDepartment, Lynnfield Fire Department]
-
A.
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.
-
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.
Watertown Fire Department
The Watertown Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and rescue services in Watertown, Massachusetts.
-
D.
Lynnfield Police Department
The Lynnfield Police Department is the municipal law enforcement agency responsible for public safety and policing services in the town of Lynnfield, Massachusetts.
-
E.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
- 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: Lynnfield Fire Department Triple: [Lynnfield, hasFireDepartment, Lynnfield Fire Department]
Generated description
The Lynnfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in the town of Lynnfield, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lynnfield Fire Department Target entity description: The Lynnfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in the town of Lynnfield, Massachusetts.
-
A.
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.
-
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.
Watertown Fire Department
The Watertown Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and rescue services in Watertown, Massachusetts.
-
D.
Lynnfield Police Department
The Lynnfield Police Department is the municipal law enforcement agency responsible for public safety and policing services in the town of Lynnfield, Massachusetts.
-
E.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
- 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_69a494267b4c819088c97a59182bf56a |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd32c5f48190b4e2d39fa052cbb7 |
completed | March 1, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac764827b881908cd2bb1e11e179f3 |
completed | March 7, 2026, 7:02 p.m. |
| NEDg | Description generation | batch_69ac77ba5cf08190a80a9e35f99aa7c3 |
completed | March 7, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac781e4e5481909d56c790d46660ef |
completed | March 7, 2026, 7:10 p.m. |
Created at: March 1, 2026, 7:45 p.m.