Triple
T3682089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brampton Transit bus services |
E78134
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
City of Brampton council
The City of Brampton council is the municipal governing body responsible for setting policies, budgets, and strategic direction for the City of Brampton in Ontario, Canada.
|
E379886
|
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: City of Brampton council | Statement: [Brampton Transit bus services, governedBy, City of Brampton council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Brampton council Context triple: [Brampton Transit bus services, governedBy, City of Brampton council]
-
A.
Mississauga City Council
Mississauga City Council is the municipal legislative body responsible for making local laws, policies, and budget decisions for the city of Mississauga, Ontario, Canada.
-
B.
York Regional Council
York Regional Council is the upper-tier municipal governing body responsible for setting policies, budgets, and strategic direction for the Regional Municipality of York in Ontario, Canada.
-
C.
Brockville City Council
Brockville City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city services in Brockville, Ontario.
-
D.
Vaughan City Council
Vaughan City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing city services in Vaughan, Ontario.
-
E.
Oshawa City Council
Oshawa City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city services in Oshawa, Ontario, Canada.
- 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: City of Brampton council Triple: [Brampton Transit bus services, governedBy, City of Brampton council]
Generated description
The City of Brampton council is the municipal governing body responsible for setting policies, budgets, and strategic direction for the City of Brampton in Ontario, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Brampton council Target entity description: The City of Brampton council is the municipal governing body responsible for setting policies, budgets, and strategic direction for the City of Brampton in Ontario, Canada.
-
A.
Mississauga City Council
Mississauga City Council is the municipal legislative body responsible for making local laws, policies, and budget decisions for the city of Mississauga, Ontario, Canada.
-
B.
York Regional Council
York Regional Council is the upper-tier municipal governing body responsible for setting policies, budgets, and strategic direction for the Regional Municipality of York in Ontario, Canada.
-
C.
Brockville City Council
Brockville City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city services in Brockville, Ontario.
-
D.
Vaughan City Council
Vaughan City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing city services in Vaughan, Ontario.
-
E.
Oshawa City Council
Oshawa City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city services in Oshawa, Ontario, Canada.
- 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_69ad85e18c1c8190be8aafb227f39f48 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc492aed481909e8986378ad283fc |
completed | March 8, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3b306c081909b3857daa4f97ce2 |
completed | March 14, 2026, 2:10 a.m. |
| NEDg | Description generation | batch_69b4c56b76ac81909ae8d2ef10b8ed28 |
completed | March 14, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c62f7b7c81909150d8e40bb2dda4 |
completed | March 14, 2026, 2:21 a.m. |
Created at: March 8, 2026, 3:25 p.m.