Triple
T8576636
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mwai Kibaki |
E203062
|
entity |
| Predicate | cohabitedInGovernmentWith |
P9482
|
FINISHED |
| Object | Raila Odinga |
E207424
|
NE FINISHED |
How this triple was built (3 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: Raila Odinga | Statement: [Mwai Kibaki, cohabitedInGovernmentWith, Raila Odinga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raila Odinga Context triple: [Mwai Kibaki, cohabitedInGovernmentWith, Raila Odinga]
-
A.
Raila Odinga
chosen
Raila Odinga is a prominent Kenyan politician and longtime opposition leader who has served as Prime Minister and played a central role in the country’s pro-democracy and reform movements.
-
B.
Jaramogi Oginga Odinga
Jaramogi Oginga Odinga was a prominent Kenyan nationalist leader, the country’s first vice president, and a key political figure in the struggle for independence and postcolonial politics.
-
C.
Daniel arap Moi
Daniel arap Moi was the second president of Kenya, serving from 1978 to 2002 and becoming one of the country's longest-serving and most influential political leaders.
-
D.
Milton Obote
Milton Obote was a Ugandan politician who served twice as the country’s president and played a central role in its post-independence politics.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: cohabitedInGovernmentWith Context triple: [Mwai Kibaki, cohabitedInGovernmentWith, Raila Odinga]
-
A.
servedInCabinetOf
Indicates that one person held a position as a member of the governmental cabinet led by another person.
-
B.
hasPoliticalRelationshipWith
chosen
Indicates a political connection or association between two entities, such as alliances, rivalries, collaborations, or other forms of political interaction.
-
C.
marriedToPrimeMinisterDuring
Indicates that one person was married to the individual serving as prime minister during a specified time period.
-
D.
hasGovernedWith
Indicates a relationship where two or more entities have jointly exercised governing authority or shared responsibility in ruling or managing a domain or organization.
-
E.
spouseOfHeadOfState
Indicates that one person is the spouse (married partner) of a head of state.
- F. None of above.
Provenance (4 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_69ca8328ebe481909a8c038fa79959b4 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbea97787481909ebbaa45f59cbdaa |
completed | March 31, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecc72d8c08190b5e063e6de2bbdd2 |
completed | April 2, 2026, 8:07 p.m. |
| PD | Predicate disambiguation | batch_69cbd11b13108190b07f8f161425a585 |
completed | March 31, 2026, 1:50 p.m. |
Created at: March 30, 2026, 6:21 p.m.