Triple
T6948419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toronto Municipal Code |
E160857
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
Toronto City Clerk
The Toronto City Clerk is the municipal official responsible for administering City Council’s legislative processes, records, and elections in Toronto.
|
E630318
|
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: Toronto City Clerk | Statement: [Toronto Municipal Code, maintainedBy, Toronto City Clerk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toronto City Clerk Context triple: [Toronto Municipal Code, maintainedBy, Toronto City Clerk]
-
A.
Toronto City Council
Toronto City Council is the municipal legislative body responsible for making bylaws, setting policies, and overseeing the governance of the city of Toronto, Canada.
-
B.
City Clerk of Chicago
The City Clerk of Chicago is an elected municipal official responsible for maintaining city records, overseeing the City Council’s legislative documentation, and managing services such as city vehicle stickers and business licensing.
-
C.
Toronto city councillor
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.
-
D.
Office of the City Clerk of New York
The Office of the City Clerk of New York is the municipal agency responsible for maintaining official city records, issuing marriage licenses, and supporting the legislative processes of the New York City Council.
-
E.
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.
- 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: Toronto City Clerk Triple: [Toronto Municipal Code, maintainedBy, Toronto City Clerk]
Generated description
The Toronto City Clerk is the municipal official responsible for administering City Council’s legislative processes, records, and elections in Toronto.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toronto City Clerk Target entity description: The Toronto City Clerk is the municipal official responsible for administering City Council’s legislative processes, records, and elections in Toronto.
-
A.
Toronto City Council
Toronto City Council is the municipal legislative body responsible for making bylaws, setting policies, and overseeing the governance of the city of Toronto, Canada.
-
B.
City Clerk of Chicago
The City Clerk of Chicago is an elected municipal official responsible for maintaining city records, overseeing the City Council’s legislative documentation, and managing services such as city vehicle stickers and business licensing.
-
C.
Toronto city councillor
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.
-
D.
Office of the City Clerk of New York
The Office of the City Clerk of New York is the municipal agency responsible for maintaining official city records, issuing marriage licenses, and supporting the legislative processes of the New York City Council.
-
E.
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.
- 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_69c68850419081909fb426b8f5a304c7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6daabc624819091a03289241b43c8 |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75874ffcc81908f31ff03e13cb5b0 |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c758ee37dc8190810e44d11c744ac7 |
completed | March 28, 2026, 4:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c759a99b2c8190986ce5bc36502975 |
completed | March 28, 2026, 4:31 a.m. |
Created at: March 27, 2026, 2:28 p.m.