Triple
T8961528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brantford Transit |
E214016
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Brantford City Council
Brantford City Council is the municipal governing body responsible for setting policies, budgets, and strategic direction for the City of Brantford in Ontario, Canada.
|
E769092
|
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: Brantford City Council | Statement: [Brantford Transit, governingBody, Brantford City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brantford City Council Context triple: [Brantford Transit, governingBody, Brantford City Council]
-
A.
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.
-
B.
Brampton Town Council
Brampton Town Council is the local governing body responsible for representing residents and managing community affairs in the town of Brampton, Cumberland, England.
-
C.
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.
-
D.
Kitchener City Council
Kitchener City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services for the city of Kitchener, Ontario, Canada.
-
E.
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.
- 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: Brantford City Council Triple: [Brantford Transit, governingBody, Brantford City Council]
Generated description
Brantford City Council is the municipal governing body responsible for setting policies, budgets, and strategic direction for the City of Brantford in Ontario, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brantford City Council Target entity description: Brantford City Council is the municipal governing body responsible for setting policies, budgets, and strategic direction for the City of Brantford in Ontario, Canada.
-
A.
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.
-
B.
Brampton Town Council
Brampton Town Council is the local governing body responsible for representing residents and managing community affairs in the town of Brampton, Cumberland, England.
-
C.
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.
-
D.
Kitchener City Council
Kitchener City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services for the city of Kitchener, Ontario, Canada.
-
E.
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.
- 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_69ca839cd6008190a1546a701a56710c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6748baa88190ac54e701dc4d6212 |
completed | April 1, 2026, 12:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc94e088881909506b229d1fff44a |
completed | April 3, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69cfc9ef5e548190a134c2bf0aa380b5 |
completed | April 3, 2026, 2:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfca735c50819088c2805c62d96d62 |
completed | April 3, 2026, 2:10 p.m. |
Created at: March 30, 2026, 7 p.m.