Triple
T10764867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Hamilton area |
E253926
|
entity |
| Predicate | coreCityMayor |
P185
|
FINISHED |
| Object | Andrea Horwath |
E267104
|
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: Andrea Horwath | Statement: [Greater Hamilton area, coreCityMayor, Andrea Horwath]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrea Horwath Context triple: [Greater Hamilton area, coreCityMayor, Andrea Horwath]
-
A.
Andrea Horwath
chosen
Andrea Horwath is a Canadian politician and former longtime leader of the Ontario New Democratic Party who became mayor of Hamilton, Ontario.
-
B.
Elizabeth May
Elizabeth May is a Canadian politician and environmentalist who served as the longtime leader of the Green Party of Canada and was one of its most prominent federal MPs.
-
C.
Stockwell Day
Stockwell Day is a Canadian politician who served as the inaugural leader of the Canadian Alliance and later held senior cabinet positions in the federal Conservative government.
-
D.
Thomas Mulcair
Thomas Mulcair is a Canadian politician and lawyer who served as leader of the New Democratic Party and Leader of the Official Opposition in the House of Commons.
-
E.
Wab Kinew
Wab Kinew is a Canadian politician, author, and former broadcaster who became the first First Nations premier of Manitoba.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coreCityMayor Context triple: [Greater Hamilton area, coreCityMayor, Andrea Horwath]
-
A.
hasMayor
chosen
Indicates that one entity serves as the mayor of another entity, typically a city, town, or municipality.
-
B.
hasCityManager
Indicates that an entity has a specific individual who serves in the role of city manager for it.
-
C.
boroughPresidentParty
Indicates the political party affiliation of a borough president.
-
D.
wonMayoraltyOf
Indicates that one entity won the election to become mayor of a specified place or jurisdiction.
-
E.
mayorAppointment
Indicates that one entity appoints or designates another entity to serve in the role of mayor.
- F. None of above.
Provenance (4 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_69d6aa5f54f4819082d0bbcb6f8797e6 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d731a5d5248190badfc5a8ab0215d6 |
completed | April 9, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de235fe7748190ba004f889da389ff |
completed | April 14, 2026, 11:22 a.m. |
| PD | Predicate disambiguation | batch_69d6f311529c819080ca5493d55d6050 |
completed | April 9, 2026, 12:30 a.m. |
Created at: April 8, 2026, 9:16 p.m.