Triple
T11750854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2018 Toronto mayoral election |
E279398
|
entity |
| Predicate | candidate |
P1223
|
FINISHED |
| Object |
Jim Karahalios
Jim Karahalios is a Canadian political activist and lawyer known for his involvement in conservative politics in Ontario and for running for public office, including in Toronto’s 2018 mayoral race.
|
E944905
|
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: Jim Karahalios | Statement: [2018 Toronto mayoral election, candidate, Jim Karahalios]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jim Karahalios Context triple: [2018 Toronto mayoral election, candidate, Jim Karahalios]
-
A.
Nick Patsaouras
Nick Patsaouras is a Greek-American engineer and public transportation advocate known for his influential role in shaping transit policy and infrastructure in Los Angeles.
-
B.
Steve Staios
Steve Staios is a former NHL defenseman who transitioned into hockey management and now serves as an executive in the league.
-
C.
Joseph Sifakis
Joseph Sifakis is a Greek-French computer scientist renowned for his pioneering work in formal verification and model checking, for which he received the Turing Award.
-
D.
James Carabatsos
James Carabatsos is an American screenwriter best known for his work on Vietnam War films, including the 1987 movie "Hamburger Hill."
-
E.
Chris Tsangarides
Chris Tsangarides was a British record producer and engineer renowned for his work with prominent rock and heavy metal artists from the late 1970s onward.
- 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: Jim Karahalios Triple: [2018 Toronto mayoral election, candidate, Jim Karahalios]
Generated description
Jim Karahalios is a Canadian political activist and lawyer known for his involvement in conservative politics in Ontario and for running for public office, including in Toronto’s 2018 mayoral race.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jim Karahalios Target entity description: Jim Karahalios is a Canadian political activist and lawyer known for his involvement in conservative politics in Ontario and for running for public office, including in Toronto’s 2018 mayoral race.
-
A.
Nick Patsaouras
Nick Patsaouras is a Greek-American engineer and public transportation advocate known for his influential role in shaping transit policy and infrastructure in Los Angeles.
-
B.
Steve Staios
Steve Staios is a former NHL defenseman who transitioned into hockey management and now serves as an executive in the league.
-
C.
Joseph Sifakis
Joseph Sifakis is a Greek-French computer scientist renowned for his pioneering work in formal verification and model checking, for which he received the Turing Award.
-
D.
James Carabatsos
James Carabatsos is an American screenwriter best known for his work on Vietnam War films, including the 1987 movie "Hamburger Hill."
-
E.
Chris Tsangarides
Chris Tsangarides was a British record producer and engineer renowned for his work with prominent rock and heavy metal artists from the late 1970s onward.
- 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_69d6ab01038c819080714901502c84fc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a508b0c4819082fbcc27d559ea2f |
completed | April 10, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f01a13550081909a26f57b30d68e03 |
completed | April 28, 2026, 2:23 a.m. |
| NEDg | Description generation | batch_69f0319622c48190bee6c906f08c0a8c |
completed | April 28, 2026, 4:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f05ad36e4c8190b7239e5b33713369 |
completed | April 28, 2026, 6:59 a.m. |
Created at: April 8, 2026, 9:41 p.m.