Triple
T10369495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2021 Ugandan general election |
E244339
|
entity |
| Predicate | mainOppositionCandidate |
P26912
|
FINISHED |
| Object |
Bobi Wine
Bobi Wine is a Ugandan musician-turned-politician and prominent opposition leader who has become a central figure in challenging President Yoweri Museveni’s long-standing rule.
|
E860686
|
NE FINISHED |
How this triple was built (5 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: Bobi Wine | Statement: [2021 Ugandan general election, mainOppositionCandidate, Bobi Wine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobi Wine Context triple: [2021 Ugandan general election, mainOppositionCandidate, Bobi Wine]
-
A.
Vuyani Bungu
Vuyani Bungu is a South African former professional boxer and long-reigning IBF super bantamweight world champion known for his technical skill and notable bouts in the 1990s.
-
B.
Remmy Ongala
Remmy Ongala was a Tanzanian musician and singer-songwriter known for his socially conscious "ubongo" style of soukous music and his influential role in East African popular music.
-
C.
Ray Nkonyeni
Ray Nkonyeni was a South African anti-apartheid activist and political leader from KwaZulu-Natal, honored posthumously through the naming of a local municipality after him.
-
D.
Nelson Chamisa
Nelson Chamisa is a Zimbabwean lawyer, pastor, and prominent opposition politician who has led major democratic reform movements challenging ZANU–PF’s long-standing rule.
-
E.
Morgan Tsvangirai
Morgan Tsvangirai was a prominent Zimbabwean opposition leader and trade unionist who served as the founding president of the Movement for Democratic Change and became a central figure in challenging Robert Mugabe’s rule.
- 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: Bobi Wine Triple: [2021 Ugandan general election, mainOppositionCandidate, Bobi Wine]
Generated description
Bobi Wine is a Ugandan musician-turned-politician and prominent opposition leader who has become a central figure in challenging President Yoweri Museveni’s long-standing rule.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobi Wine Target entity description: Bobi Wine is a Ugandan musician-turned-politician and prominent opposition leader who has become a central figure in challenging President Yoweri Museveni’s long-standing rule.
-
A.
Vuyani Bungu
Vuyani Bungu is a South African former professional boxer and long-reigning IBF super bantamweight world champion known for his technical skill and notable bouts in the 1990s.
-
B.
Remmy Ongala
Remmy Ongala was a Tanzanian musician and singer-songwriter known for his socially conscious "ubongo" style of soukous music and his influential role in East African popular music.
-
C.
Ray Nkonyeni
Ray Nkonyeni was a South African anti-apartheid activist and political leader from KwaZulu-Natal, honored posthumously through the naming of a local municipality after him.
-
D.
Nelson Chamisa
Nelson Chamisa is a Zimbabwean lawyer, pastor, and prominent opposition politician who has led major democratic reform movements challenging ZANU–PF’s long-standing rule.
-
E.
Morgan Tsvangirai
Morgan Tsvangirai was a prominent Zimbabwean opposition leader and trade unionist who served as the founding president of the Movement for Democratic Change and became a central figure in challenging Robert Mugabe’s rule.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mainOppositionCandidate Context triple: [2021 Ugandan general election, mainOppositionCandidate, Bobi Wine]
-
A.
opponentCandidate
Indicates that one entity is a rival or competing candidate against another in the same contest or election.
-
B.
electionOpponent
chosen
Indicates that two individuals are rivals competing against each other in the same election.
-
C.
mainOpposingPolitician
Indicates that one politician is the primary political rival or adversary of another.
-
D.
mainOppositionBeforeElection
Indicates that one political entity serves as the primary opposing force to another in the period leading up to an election.
-
E.
opposedLeader
Indicates that one entity actively resisted, challenged, or worked against the leadership or authority of another entity.
- F. None of above.
Provenance (6 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9725fa08190816bedf0acefbc2a |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7955bb0ec8190b4d1da4af981436a |
completed | April 9, 2026, 12:02 p.m. |
| NEDg | Description generation | batch_69d7bdde34408190a047ede29b91e182 |
completed | April 9, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7e5fc6a008190b2a2326840074b53 |
completed | April 9, 2026, 5:46 p.m. |
| PD | Predicate disambiguation | batch_69d4dface5508190a7b42f01ad0a19a2 |
completed | April 7, 2026, 10:42 a.m. |
Created at: April 6, 2026, 12:01 p.m.