Triple
T2063736
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Welland |
E45849
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Welland City Council
Welland City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city services in Welland, Ontario.
|
E230840
|
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: Welland City Council | Statement: [Welland, governingBody, Welland City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Welland City Council Context triple: [Welland, governingBody, Welland City Council]
-
A.
Waterloo City Council
Waterloo City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the City of Waterloo, Ontario.
-
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.
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.
-
D.
Welland
Welland is a city in the Niagara Region of southern Ontario, Canada, known for the Welland Canal that connects Lake Ontario and Lake Erie.
-
E.
Guelph City Council
Guelph City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the city of Guelph, 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: Welland City Council Triple: [Welland, governingBody, Welland City Council]
Generated description
Welland City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city services in Welland, Ontario.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Welland City Council Target entity description: Welland City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city services in Welland, Ontario.
-
A.
Waterloo City Council
Waterloo City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the City of Waterloo, Ontario.
-
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.
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.
-
D.
Welland
Welland is a city in the Niagara Region of southern Ontario, Canada, known for the Welland Canal that connects Lake Ontario and Lake Erie.
-
E.
Guelph City Council
Guelph City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the city of Guelph, 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_69a8891b38288190abd572ccad9b6928 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9d3a92081909416c1d087876e99 |
completed | March 7, 2026, 5:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae271fa66081908be6c685b9bd8aa4 |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae28b4f0548190926ac694fbade405 |
completed | March 9, 2026, 1:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae292a9d7481909acbc3a5f24ff0b9 |
completed | March 9, 2026, 1:58 a.m. |
Created at: March 4, 2026, 7:40 p.m.