Triple
T37882621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2018–2022 Toronto City Council |
E944906
|
entity |
| Predicate | compositionChangedBy |
P11662
|
FINISHED |
| Object |
Bill 5, Better Local Government Act, 2018
Bill 5, the Better Local Government Act, 2018, was Ontario legislation that dramatically restructured Toronto’s municipal government by reducing the size of city council and altering local electoral boundaries.
|
E2246442
|
NE FINISHED |
How this triple was built (3 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: Bill 5, Better Local Government Act, 2018 | Statement: [2018–2022 Toronto City Council, compositionChangedBy, Bill 5, Better Local Government Act, 2018]
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: Bill 5, Better Local Government Act, 2018 Triple: [2018–2022 Toronto City Council, compositionChangedBy, Bill 5, Better Local Government Act, 2018]
Generated description
Bill 5, the Better Local Government Act, 2018, was Ontario legislation that dramatically restructured Toronto’s municipal government by reducing the size of city council and altering local electoral boundaries.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: compositionChangedBy Context triple: [2018–2022 Toronto City Council, compositionChangedBy, Bill 5, Better Local Government Act, 2018]
-
A.
compositionChanged
chosen
Indicates that the makeup or constituent elements of something have been altered from a previous state.
-
B.
compositionFrom
Indicates that something is formed or made up from specified constituent parts or materials.
-
C.
decorChangedBy
Indicates that a change in decor or visual appearance was caused or brought about by a specific entity or action.
-
D.
composedTo
Indicates that one entity created or authored another entity, typically a work such as a piece of music, writing, or art.
-
E.
composedBy
Indicates that one entity is the creator or author of a musical or artistic work associated with another entity.
- F. None of above.
Provenance (6 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_69f76ef02668819089e7940c4001af5e |
completed | May 3, 2026, 3:51 p.m. |
| NER | Named-entity recognition | batch_69fe163a41a0819098403b470e327d29 |
completed | May 8, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a4104316e1c8190aecb8293ed0d56dd |
completed | June 28, 2026, 11:23 a.m. |
| NEDg | Description generation | batch_6a4104c79fb0819084b62acaa5ae7237 |
completed | June 28, 2026, 11:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a41059ef42c81909a94722a1563fcd1 |
completed | June 28, 2026, 11:29 a.m. |
| PD | Predicate disambiguation | batch_69fe1358db5c819092570814a37ef5bd |
completed | May 8, 2026, 4:46 p.m. |
Created at: May 3, 2026, 4:19 p.m.