Triple
T2241206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Movement for Democratic Change |
E49398
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
Welshman Ncube
Welshman Ncube is a Zimbabwean lawyer, academic, and politician who became a prominent opposition leader and key figure in the Movement for Democratic Change.
|
E247763
|
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: Welshman Ncube | Statement: [Movement for Democratic Change, notableLeader, Welshman Ncube]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Welshman Ncube Context triple: [Movement for Democratic Change, notableLeader, Welshman Ncube]
-
A.
Malan
Malan is a surname of Afrikaans and French Huguenot origin, notably borne by figures such as South African prime minister D. F. Malan.
-
B.
Eric Cradock
Eric Cradock was a Canadian sports promoter and businessman best known as a co-founder and early owner of the Toronto Huskies basketball team.
-
C.
Tony Kgoroge
Tony Kgoroge is a South African actor known for his roles in prominent films and television series, particularly those depicting South African history and social issues.
-
D.
Ronnie Govender
Ronnie Govender was a prominent South African playwright, author, and cultural activist whose work powerfully depicted and preserved the experiences of the Indian community in South Africa.
-
E.
Lionel Simmons
Lionel Simmons is a former American professional basketball player and prolific collegiate scorer who starred at La Salle University before playing in the NBA for the Sacramento Kings.
- 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: Welshman Ncube Triple: [Movement for Democratic Change, notableLeader, Welshman Ncube]
Generated description
Welshman Ncube is a Zimbabwean lawyer, academic, and politician who became a prominent opposition leader and key figure in the Movement for Democratic Change.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Welshman Ncube Target entity description: Welshman Ncube is a Zimbabwean lawyer, academic, and politician who became a prominent opposition leader and key figure in the Movement for Democratic Change.
-
A.
Malan
Malan is a surname of Afrikaans and French Huguenot origin, notably borne by figures such as South African prime minister D. F. Malan.
-
B.
Eric Cradock
Eric Cradock was a Canadian sports promoter and businessman best known as a co-founder and early owner of the Toronto Huskies basketball team.
-
C.
Tony Kgoroge
Tony Kgoroge is a South African actor known for his roles in prominent films and television series, particularly those depicting South African history and social issues.
-
D.
Ronnie Govender
Ronnie Govender was a prominent South African playwright, author, and cultural activist whose work powerfully depicted and preserved the experiences of the Indian community in South Africa.
-
E.
Lionel Simmons
Lionel Simmons is a former American professional basketball player and prolific collegiate scorer who starred at La Salle University before playing in the NBA for the Sacramento Kings.
- 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_69a88aa979788190ad6500f1d8eee2fc |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0be7fb4819081a5f9c46b616bdb |
completed | March 7, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b0eef98819083bede32490cba7e |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6bbccdb08190a73fd20a110219d9 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c3d07a08190a6221a33fd02f73e |
completed | March 9, 2026, 6:44 a.m. |
Created at: March 4, 2026, 7:47 p.m.