Triple

T1806148
Position Surface form Disambiguated ID Type / Status
Subject Parliament of Kenya E40223 entity
Predicate currentSpeakerOfNationalAssembly P25168 FINISHED
Object 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.
E212905 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: Moses Wetang'ula | Statement: [Parliament of Kenya, currentSpeakerOfNationalAssembly, Moses Wetang'ula]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moses Wetang'ula
Context triple: [Parliament of Kenya, currentSpeakerOfNationalAssembly, Moses Wetang'ula]
  • A. Raila Odinga
    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. 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.
  • C. Joseph Gikatilla
    Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
  • D. Uhuru Kenyatta
    Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
  • E. Mwai Kibaki
    Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
  • 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: Moses Wetang'ula
Triple: [Parliament of Kenya, currentSpeakerOfNationalAssembly, Moses Wetang'ula]
Generated description
Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moses Wetang'ula
Target entity description: Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
  • A. Raila Odinga
    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. 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.
  • C. Joseph Gikatilla
    Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
  • D. Uhuru Kenyatta
    Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
  • E. Mwai Kibaki
    Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: currentSpeakerOfNationalAssembly
Context triple: [Parliament of Kenya, currentSpeakerOfNationalAssembly, Moses Wetang'ula]
  • A. SpeakerOfTheHouse chosen
    Indicates that the subject holds the position of Speaker of the House in a legislative body, presiding over its sessions and proceedings.
  • B. currentPresidingOfficerParty
    Indicates the political party affiliation of the person who is currently serving as the presiding officer of a given body or institution.
  • C. headOfGovernmentBody
    Indicates that one entity serves as the chief executive or leading official in charge of governing another entity, typically a political or administrative body.
  • D. oppositionLeader
    Indicates that one entity serves as the primary political leader of the opposition in relation to another governing entity.
  • E. currentSpeakerAssumedOffice
    Indicates that the person who is currently serving as speaker has taken up or begun holding a particular office or position.
  • 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aba67721788190951beae25e885457 completed March 7, 2026, 4:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69adead0fb988190b403f5c62cbe991a completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb5118608190be99a12b7f6b97c5 completed March 8, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69adec25a87081908f098df81de6eafb completed March 8, 2026, 9:37 p.m.
PD Predicate disambiguation batch_69aa61d514c081908197ac1f7c7d7a88 completed March 6, 2026, 5:10 a.m.
Created at: March 4, 2026, 7:32 p.m.