Triple
T2301963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Communist Party |
E51752
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
Ben Turok
Ben Turok was a South African anti-apartheid activist, economist, and long-serving parliamentarian known for his Marxist scholarship and leadership within the liberation movement.
|
E253944
|
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: Ben Turok | Statement: [South African Communist Party, notableLeader, Ben Turok]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Turok Context triple: [South African Communist Party, notableLeader, Ben Turok]
-
A.
Paul Devorski
Paul Devorski is a retired Canadian National Hockey League referee known for officiating numerous high-profile games over his long career.
-
B.
Mike Gunton
Mike Gunton is a British television producer best known for his work on landmark BBC natural history documentaries.
-
C.
Tony Granato
Tony Granato is an American former professional ice hockey player and NHL coach known for his tenure with teams like the New York Rangers, Los Angeles Kings, and San Jose Sharks, as well as coaching the Colorado Avalanche and Wisconsin Badgers.
-
D.
Alan Di Fiore
Alan Di Fiore is a Canadian screenwriter and producer known for his work in film and television, including co-writing the thriller "Money Monster."
-
E.
Daniel Silna
Daniel Silna is an American businessman best known for co-owning the former ABA team Spirits of St. Louis and securing one of the most lucrative television revenue deals in sports history when the league merged with the NBA.
- 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: Ben Turok Triple: [South African Communist Party, notableLeader, Ben Turok]
Generated description
Ben Turok was a South African anti-apartheid activist, economist, and long-serving parliamentarian known for his Marxist scholarship and leadership within the liberation movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Turok Target entity description: Ben Turok was a South African anti-apartheid activist, economist, and long-serving parliamentarian known for his Marxist scholarship and leadership within the liberation movement.
-
A.
Paul Devorski
Paul Devorski is a retired Canadian National Hockey League referee known for officiating numerous high-profile games over his long career.
-
B.
Mike Gunton
Mike Gunton is a British television producer best known for his work on landmark BBC natural history documentaries.
-
C.
Tony Granato
Tony Granato is an American former professional ice hockey player and NHL coach known for his tenure with teams like the New York Rangers, Los Angeles Kings, and San Jose Sharks, as well as coaching the Colorado Avalanche and Wisconsin Badgers.
-
D.
Alan Di Fiore
Alan Di Fiore is a Canadian screenwriter and producer known for his work in film and television, including co-writing the thriller "Money Monster."
-
E.
Daniel Silna
Daniel Silna is an American businessman best known for co-owning the former ABA team Spirits of St. Louis and securing one of the most lucrative television revenue deals in sports history when the league merged with the NBA.
- 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5ef51948190ae828d8ee02feb75 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f31356c81909c563d88d472e05f |
completed | March 9, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_69ae7fd78ee48190990fc7b5034b662b |
completed | March 9, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae80dadf208190913211329a40b4ee |
completed | March 9, 2026, 8:12 a.m. |
Created at: March 4, 2026, 7:49 p.m.