Triple
T21106051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Brockton government |
E520045
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Brockton Planning Department
The Brockton Planning Department is a municipal agency responsible for guiding land use, development, and long-term planning initiatives within the City of Brockton.
|
E1467022
|
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 Planning Department | Statement: [City of Brockton government, oversees, Brockton Planning Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brockton Planning Department Context triple: [City of Brockton government, oversees, Brockton Planning Department]
-
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 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.
-
D.
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.
-
E.
New Brockton
New Brockton is a small town in Coffee County, Alabama, known for its rural character and close-knit community.
- 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 Planning Department Triple: [City of Brockton government, oversees, Brockton Planning Department]
Generated description
The Brockton Planning Department is a municipal agency responsible for guiding land use, development, and long-term planning initiatives within the City of Brockton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brockton Planning Department Target entity description: The Brockton Planning Department is a municipal agency responsible for guiding land use, development, and long-term planning initiatives within the City of Brockton.
-
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 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.
-
D.
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.
-
E.
New Brockton
New Brockton is a small town in Coffee County, Alabama, known for its rural character and close-knit community.
- 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.