Triple

T8737616
Position Surface form Disambiguated ID Type / Status
Subject Raila Odinga E207424 entity
Predicate givenName P17 FINISHED
Object Raila
Raila is a prominent Kenyan politician and longtime opposition leader who has played a major role in the country’s democratic reforms.
 E755705 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: Raila | Statement: [Raila Odinga, givenName, Raila]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Raila
Context triple: [Raila Odinga, givenName, Raila]
  • A. Dagoretti
    Dagoretti is a residential and commercial area in western Nairobi known for its mixed urban-rural character and vibrant local markets.
  • B. Mnangagwa
    Mnangagwa is a Zimbabwean politician and former guerrilla leader who has served as the President of Zimbabwe since 2017.
  • 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. 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.
  • E. Changamire Dombo
    Changamire Dombo was a powerful 17th-century Shona ruler in southern Africa who established a dominant regional state that became known as the Rozvi Empire.
  • 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: Raila
Triple: [Raila Odinga, givenName, Raila]
Generated description
Raila is a prominent Kenyan politician and longtime opposition leader who has played a major role in the country’s democratic reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Raila
Target entity description: Raila is a prominent Kenyan politician and longtime opposition leader who has played a major role in the country’s democratic reforms.
  • A. Dagoretti
    Dagoretti is a residential and commercial area in western Nairobi known for its mixed urban-rural character and vibrant local markets.
  • B. Mnangagwa
    Mnangagwa is a Zimbabwean politician and former guerrilla leader who has served as the President of Zimbabwe since 2017.
  • 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. 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.
  • E. Changamire Dombo
    Changamire Dombo was a powerful 17th-century Shona ruler in southern Africa who established a dominant regional state that became known as the Rozvi Empire.
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d45c96081909aa8509064ff3a04 completed March 31, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42c9140081909f9c10560757c860 completed April 3, 2026, 4:32 a.m.
NEDg Description generation batch_69cf43ead588819094089bea94c27207 completed April 3, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69cf453fa3e4819082466c59649c2f35 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:38 p.m.