Triple
T5732907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brockton Fire Department |
E126426
|
entity |
| Predicate | operatesInJurisdiction |
P82
|
FINISHED |
| Object | City of Brockton government |
E520045
|
NE FINISHED |
How this triple was built (2 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: City of Brockton government | Statement: [Brockton Fire Department, operatesInJurisdiction, City of Brockton government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Brockton government Context triple: [Brockton Fire Department, operatesInJurisdiction, City of Brockton government]
-
A.
City of Brockton government
chosen
The City of Brockton government is the municipal authority responsible for administering public services, local policies, and law enforcement oversight within Brockton, Massachusetts.
-
B.
Brockton City Council
The Brockton City Council is the elected legislative body responsible for creating local laws, approving budgets, and overseeing municipal governance in the city of Brockton, Massachusetts.
-
C.
Brockton Police Department
The Brockton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Brockton, Massachusetts.
-
D.
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.
-
E.
Brockton District Court
Brockton District Court is a local trial court in Brockton, Massachusetts that handles criminal, civil, and other judicial matters for the surrounding community.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c0083082288190b7478cead6b5430a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02534288c8190807dcdd183fccfe5 |
completed | March 22, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c097f372a08190b4e9d52ba138d872 |
completed | March 23, 2026, 1:31 a.m. |
Created at: March 22, 2026, 3:47 p.m.