Triple
T9748643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1996 Ugandan presidential election |
E236379
|
entity |
| Predicate | otherCandidate |
P9213
|
FINISHED |
| Object |
Muhammad Kibirige Mayanja
Muhammad Kibirige Mayanja is a Ugandan politician and lawyer who was a prominent opposition presidential candidate in the 1990s.
|
E819598
|
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: Muhammad Kibirige Mayanja | Statement: [1996 Ugandan presidential election, otherCandidate, Muhammad Kibirige Mayanja]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muhammad Kibirige Mayanja Context triple: [1996 Ugandan presidential election, otherCandidate, Muhammad Kibirige Mayanja]
-
A.
Moses Wetang'ula
Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
-
B.
Kennedy Otieno
Kennedy Otieno is a former Kenyan international cricketer, best known as a top-order batsman and wicket-keeper who represented Kenya in multiple Cricket World Cups.
-
C.
Collins Obuya
Collins Obuya is a Kenyan cricketer best known as a leg-spinning all-rounder who rose to prominence with standout performances in the 2003 Cricket World Cup.
-
D.
Thomas Odoyo
Thomas Odoyo is a former Kenyan all-rounder widely regarded as one of the country’s greatest cricketers, known for his seam bowling and middle-order batting in international competitions.
-
E.
Ngethe Njoroge
Ngethe Njoroge is a Kenyan diplomat and journalist known for his work in international relations and as the father of musician Tom Morello.
- 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: Muhammad Kibirige Mayanja Triple: [1996 Ugandan presidential election, otherCandidate, Muhammad Kibirige Mayanja]
Generated description
Muhammad Kibirige Mayanja is a Ugandan politician and lawyer who was a prominent opposition presidential candidate in the 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muhammad Kibirige Mayanja Target entity description: Muhammad Kibirige Mayanja is a Ugandan politician and lawyer who was a prominent opposition presidential candidate in the 1990s.
-
A.
Moses Wetang'ula
Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
-
B.
Kennedy Otieno
Kennedy Otieno is a former Kenyan international cricketer, best known as a top-order batsman and wicket-keeper who represented Kenya in multiple Cricket World Cups.
-
C.
Collins Obuya
Collins Obuya is a Kenyan cricketer best known as a leg-spinning all-rounder who rose to prominence with standout performances in the 2003 Cricket World Cup.
-
D.
Thomas Odoyo
Thomas Odoyo is a former Kenyan all-rounder widely regarded as one of the country’s greatest cricketers, known for his seam bowling and middle-order batting in international competitions.
-
E.
Ngethe Njoroge
Ngethe Njoroge is a Kenyan diplomat and journalist known for his work in international relations and as the father of musician Tom Morello.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: otherCandidate Context triple: [1996 Ugandan presidential election, otherCandidate, Muhammad Kibirige Mayanja]
-
A.
opponentCandidate
chosen
Indicates that one entity is a rival or competing candidate against another in the same contest or election.
-
B.
candidateFor
Indicates that one entity is being considered or proposed as a possible choice, option, or selection for another entity (such as a role, position, or outcome).
-
C.
electionOpponent
Indicates that two individuals are rivals competing against each other in the same election.
-
D.
featuredCandidate
Indicates that a particular candidate is highlighted or given special prominence relative to others.
-
E.
thirdPartyCandidate
Indicates that an individual is a political candidate who is not affiliated with either of the two major or primary parties in a given electoral system.
- 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_69ca84d4eddc8190996fec1417d2bae8 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9f68f8b88190b44babf5ae17dfef |
completed | April 1, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bcd2e08c8190808b58fdabe0c9d3 |
completed | April 5, 2026, 1:37 a.m. |
| NEDg | Description generation | batch_69d1bd5820408190a4f5f7ef8b0e14aa |
completed | April 5, 2026, 1:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1bdc0135881909b69814e6cf3741b |
completed | April 5, 2026, 1:41 a.m. |
| PD | Predicate disambiguation | batch_69cd03cc128c81908b84ef224f858b4e |
completed | April 1, 2026, 11:38 a.m. |
Created at: March 30, 2026, 8:23 p.m.