Triple

T10924415

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jaramogi Oginga Odinga	`E258028`	entity
Predicate	politicalParty	`P352`	FINISHED
Object	Forum for the Restoration of Democracy Forum for the Restoration of Democracy was a prominent Kenyan opposition political party associated with Jaramogi Oginga Odinga that played a key role in the struggle for multi-party democracy in the early 1990s.	`E894057`	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 | Statement: [Jaramogi Oginga Odinga, politicalParty, Forum for the Restoration of Democracy]

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

Target entity: Forum for the Restoration of Democracy
Context triple: [Jaramogi Oginga Odinga, politicalParty, Forum for the Restoration of Democracy]

A. Alliance for Democracy
The Alliance for Democracy is a Nigerian political party historically associated with progressive, pro-democracy politics and strong support in the country’s southwest region.
B. Forum for Democratic Change
Forum for Democratic Change is a major Ugandan opposition political party known for challenging the long-standing rule of President Yoweri Museveni and the National Resistance Movement.
C. League for Democracy and Peace
The League for Democracy and Peace was a Burmese political organization founded by former Prime Minister U Nu as part of his post-independence efforts to promote democratic governance and national reconciliation in Myanmar.
D. Congress for Democratic Change
The Congress for Democratic Change is a major Liberian political party known for its strong opposition role and association with former football star and later president George Weah.
E. Movement for the Republic
Movement for the Republic was a Polish conservative political party that emerged in the 1990s and later became one of the constituent groups within the broader Solidarity Electoral Action coalition.
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
Triple: [Jaramogi Oginga Odinga, politicalParty, Forum for the Restoration of Democracy]

Generated description

Forum for the Restoration of Democracy was a prominent Kenyan opposition political party associated with Jaramogi Oginga Odinga that played a key role in the struggle for multi-party democracy in the early 1990s.

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

Target entity: Forum for the Restoration of Democracy
Target entity description: Forum for the Restoration of Democracy was a prominent Kenyan opposition political party associated with Jaramogi Oginga Odinga that played a key role in the struggle for multi-party democracy in the early 1990s.

A. Alliance for Democracy
The Alliance for Democracy is a Nigerian political party historically associated with progressive, pro-democracy politics and strong support in the country’s southwest region.
B. Forum for Democratic Change
Forum for Democratic Change is a major Ugandan opposition political party known for challenging the long-standing rule of President Yoweri Museveni and the National Resistance Movement.
C. League for Democracy and Peace
The League for Democracy and Peace was a Burmese political organization founded by former Prime Minister U Nu as part of his post-independence efforts to promote democratic governance and national reconciliation in Myanmar.
D. Congress for Democratic Change
The Congress for Democratic Change is a major Liberian political party known for its strong opposition role and association with former football star and later president George Weah.
E. Movement for the Republic
Movement for the Republic was a Polish conservative political party that emerged in the 1990s and later became one of the constituent groups within the broader Solidarity Electoral Action coalition.
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_69d6aa864ed88190818280ab6791d065`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d7708f7ab48190b60a4bb8fdb17c8e`	completed	April 9, 2026, 9:25 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e217369b648190914c58db6f6e0200`	completed	April 17, 2026, 11:19 a.m.
NEDg	Description generation	`batch_69e21d8a2e6881909b33cbe4ab919315`	completed	April 17, 2026, 11:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69e21eaa1e9881909f3b276e0ff0c511`	completed	April 17, 2026, 11:51 a.m.

Created at: April 8, 2026, 9:22 p.m.