Triple
T12168977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Bruce Ford |
E289904
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | Toronto City Councillor |
E209865
|
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: Toronto City Councillor | Statement: [Robert Bruce Ford, positionHeld, Toronto City Councillor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toronto City Councillor Context triple: [Robert Bruce Ford, positionHeld, Toronto City Councillor]
-
A.
Toronto city councillor
chosen
A Toronto city councillor is an elected municipal official who represents a specific ward on Toronto City Council and helps make decisions on local bylaws, services, and city governance.
-
B.
Mayor of Vaughan
The Mayor of Vaughan is the elected head of the municipal government for the City of Vaughan in Ontario, Canada, responsible for providing political leadership and representing the city locally and beyond.
-
C.
Mayor of Toronto
The Mayor of Toronto is the elected head of the municipal government responsible for leading city council and representing Canada’s largest city.
-
D.
Mayor of Oshawa
The Mayor of Oshawa is the elected chief executive of the City of Oshawa, responsible for providing leadership, representing the city, and overseeing municipal governance and policy implementation.
-
E.
Mayor of Guelph
The Mayor of Guelph is the elected chief executive and public representative of the City of Guelph, Ontario, responsible for leading municipal government and presiding over city council.
- 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915d85c088190a74fb7590877659b |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6a45568819090662cd3547c9253 |
completed | May 2, 2026, 1:05 p.m. |
Created at: April 8, 2026, 9:50 p.m.