Triple
T21106049
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Brockton government |
E520045
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Brockton Department of Public Works
The Brockton Department of Public Works is the municipal agency responsible for maintaining and managing the City of Brockton’s infrastructure and essential public services, such as roads, water, sewer, and sanitation.
|
E1467021
|
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: Brockton Department of Public Works | Statement: [City of Brockton government, oversees, Brockton Department of Public Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brockton Department of Public Works Context triple: [City of Brockton government, oversees, Brockton Department of Public Works]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Brockton School Committee
The Brockton School Committee is the elected body responsible for setting policy, overseeing the budget, and providing governance for the Brockton Public Schools district in Brockton, Massachusetts.
-
E.
City of Brockton government
The City of Brockton government is the municipal authority responsible for administering public services, local policies, and law enforcement oversight within 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: Brockton Department of Public Works Triple: [City of Brockton government, oversees, Brockton Department of Public Works]
Generated description
The Brockton Department of Public Works is the municipal agency responsible for maintaining and managing the City of Brockton’s infrastructure and essential public services, such as roads, water, sewer, and sanitation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brockton Department of Public Works Target entity description: The Brockton Department of Public Works is the municipal agency responsible for maintaining and managing the City of Brockton’s infrastructure and essential public services, such as roads, water, sewer, and sanitation.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Brockton School Committee
The Brockton School Committee is the elected body responsible for setting policy, overseeing the budget, and providing governance for the Brockton Public Schools district in Brockton, Massachusetts.
-
E.
City of Brockton government
The City of Brockton government is the municipal authority responsible for administering public services, local policies, and law enforcement oversight within 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_69e0b509a318819092fbbcb21d1fe603 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e71b62301c819082cfc6cb3cd11c8c |
completed | April 21, 2026, 6:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a095a670d188190988befc0103ca4ec |
completed | May 17, 2026, 6:04 a.m. |
| NEDg | Description generation | batch_6a095c4b5ad8819093e5c0de866be84b |
completed | May 17, 2026, 6:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a095cda3c8081908d85b3da4fc1c06f |
completed | May 17, 2026, 6:14 a.m. |
Created at: April 16, 2026, 2:53 p.m.