Triple

T8737644

Position	Surface form	Disambiguated ID	Type / Status
Subject	Raila Odinga	`E207424`	entity
Predicate	memberOfPoliticalParty	`P10`	FINISHED
Object	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.	`E755714`	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: Forum for the Restoration of Democracy–Kenya | Statement: [Raila Odinga, memberOfPoliticalParty, Forum for the Restoration of Democracy–Kenya]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Forum for the Restoration of Democracy–Kenya
Context triple: [Raila Odinga, memberOfPoliticalParty, Forum for the Restoration of Democracy–Kenya]

A. 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.
B. 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.
C. 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.
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. National Assembly of Kenya
The National Assembly of Kenya is the lower house of the country’s bicameral legislature, responsible for lawmaking, budget approval, and oversight of the national executive.
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: Forum for the Restoration of Democracy–Kenya
Triple: [Raila Odinga, memberOfPoliticalParty, Forum for the Restoration of Democracy–Kenya]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Forum for the Restoration of Democracy–Kenya
Target entity description: 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.

A. 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.
B. 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.
C. 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.
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. National Assembly of Kenya
The National Assembly of Kenya is the lower house of the country’s bicameral legislature, responsible for lawmaking, budget approval, and oversight of the national executive.
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.