Triple

T8941289
Position Surface form Disambiguated ID Type / Status
Subject Moses Wetang'ula E212905 entity
Predicate memberOfPoliticalParty P10 FINISHED
Object Kenya Kwanza Alliance
Kenya Kwanza Alliance is a Kenyan political coalition formed ahead of the 2022 general elections, led by President William Ruto and bringing together several parties on a platform of economic empowerment and bottom-up development.
E768590 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: Kenya Kwanza Alliance | Statement: [Moses Wetang'ula, memberOfPoliticalParty, Kenya Kwanza Alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kenya Kwanza Alliance
Context triple: [Moses Wetang'ula, memberOfPoliticalParty, Kenya Kwanza Alliance]
  • A. Kenya African National Union
    The Kenya African National Union (KANU) is a major Kenyan political party that dominated the country’s politics for decades after independence, serving as the ruling party under Jomo Kenyatta and his successors.
  • B. Jubilee Party of Kenya
    The Jubilee Party of Kenya is a major Kenyan political party that rose to prominence as the ruling party under President Uhuru Kenyatta.
  • C. Democratic Party of Kenya
    The Democratic Party of Kenya is a Kenyan political party best known as the vehicle through which Mwai Kibaki rose to national prominence and ultimately to the presidency.
  • D. The National Alliance (Kenya)
    The National Alliance (Kenya) was a prominent Kenyan political party best known for serving as Uhuru Kenyatta’s main vehicle to the presidency and as a key component of the Jubilee Alliance.
  • E. Forum for the Restoration of Democracy–Kenya
    Forum for the Restoration of Democracy–Kenya is a Kenyan political party that emerged from the pro-democracy movement opposing one-party rule in the early 1990s.
  • 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: Kenya Kwanza Alliance
Triple: [Moses Wetang'ula, memberOfPoliticalParty, Kenya Kwanza Alliance]
Generated description
Kenya Kwanza Alliance is a Kenyan political coalition formed ahead of the 2022 general elections, led by President William Ruto and bringing together several parties on a platform of economic empowerment and bottom-up development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kenya Kwanza Alliance
Target entity description: Kenya Kwanza Alliance is a Kenyan political coalition formed ahead of the 2022 general elections, led by President William Ruto and bringing together several parties on a platform of economic empowerment and bottom-up development.
  • A. Kenya African National Union
    The Kenya African National Union (KANU) is a major Kenyan political party that dominated the country’s politics for decades after independence, serving as the ruling party under Jomo Kenyatta and his successors.
  • B. Jubilee Party of Kenya
    The Jubilee Party of Kenya is a major Kenyan political party that rose to prominence as the ruling party under President Uhuru Kenyatta.
  • C. Democratic Party of Kenya
    The Democratic Party of Kenya is a Kenyan political party best known as the vehicle through which Mwai Kibaki rose to national prominence and ultimately to the presidency.
  • D. The National Alliance (Kenya)
    The National Alliance (Kenya) was a prominent Kenyan political party best known for serving as Uhuru Kenyatta’s main vehicle to the presidency and as a key component of the Jubilee Alliance.
  • E. Forum for the Restoration of Democracy–Kenya
    Forum for the Restoration of Democracy–Kenya is a Kenyan political party that emerged from the pro-democracy movement opposing one-party rule in the early 1990s.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b9c14c8190b80c3df0cdba2747 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1efdea881908b2c264d1c39c6ec completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc2d295c48190952486e6f44cd74f completed April 3, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69cfc722921881908978147e4cc6875c completed April 3, 2026, 1:56 p.m.
Created at: March 30, 2026, 6:58 p.m.