Triple

T20127642

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dave Eggers	`E490799`	entity
Predicate	founded	`P104`	FINISHED
Object	Valentino Achak Deng Foundation The Valentino Achak Deng Foundation is a nonprofit organization dedicated to improving education and community development in South Sudan, inspired by the life story of former Lost Boy Valentino Achak Deng.	`E1412419`	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: Valentino Achak Deng Foundation | Statement: [Dave Eggers, founded, Valentino Achak Deng Foundation]

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

Target entity: Valentino Achak Deng Foundation
Context triple: [Dave Eggers, founded, Valentino Achak Deng Foundation]

A. Uweza Foundation
Uweza Foundation is a nonprofit organization focused on empowering children and youth in Kenya’s informal settlements through education, arts, and community-based programs.
B. The Sanneh Foundation
The Sanneh Foundation is a nonprofit organization focused on empowering youth and promoting community development through educational, athletic, and social programs.
C. Dikembe Mutombo Foundation
The Dikembe Mutombo Foundation is a charitable organization focused on improving health, education, and quality of life in the Democratic Republic of Congo and other underserved communities, particularly through hospital and infrastructure projects.
D. Kofi Annan Foundation
The Kofi Annan Foundation is an independent non-profit organization that advances peace, sustainable development, human rights, and good governance worldwide, continuing the diplomatic and humanitarian legacy of former UN Secretary-General Kofi Annan.
E. Stephen Lewis Foundation
The Stephen Lewis Foundation is a Canadian charitable organization that supports community-based initiatives in Africa to combat HIV/AIDS and its impacts, particularly among women, children, and grandmothers.
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: Valentino Achak Deng Foundation
Triple: [Dave Eggers, founded, Valentino Achak Deng Foundation]

Generated description

The Valentino Achak Deng Foundation is a nonprofit organization dedicated to improving education and community development in South Sudan, inspired by the life story of former Lost Boy Valentino Achak Deng.

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

Target entity: Valentino Achak Deng Foundation
Target entity description: The Valentino Achak Deng Foundation is a nonprofit organization dedicated to improving education and community development in South Sudan, inspired by the life story of former Lost Boy Valentino Achak Deng.

A. Uweza Foundation
Uweza Foundation is a nonprofit organization focused on empowering children and youth in Kenya’s informal settlements through education, arts, and community-based programs.
B. The Sanneh Foundation
The Sanneh Foundation is a nonprofit organization focused on empowering youth and promoting community development through educational, athletic, and social programs.
C. Dikembe Mutombo Foundation
The Dikembe Mutombo Foundation is a charitable organization focused on improving health, education, and quality of life in the Democratic Republic of Congo and other underserved communities, particularly through hospital and infrastructure projects.
D. Kofi Annan Foundation
The Kofi Annan Foundation is an independent non-profit organization that advances peace, sustainable development, human rights, and good governance worldwide, continuing the diplomatic and humanitarian legacy of former UN Secretary-General Kofi Annan.
E. Stephen Lewis Foundation
The Stephen Lewis Foundation is a Canadian charitable organization that supports community-based initiatives in Africa to combat HIV/AIDS and its impacts, particularly among women, children, and grandmothers.
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_69da62651a0c8190a3e05e95e056a66b`	completed	April 11, 2026, 3:01 p.m.
NER	Named-entity recognition	`batch_69e66743494c81908e63a5efca3aa3ea`	completed	April 20, 2026, 5:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a082ddbae5481908ee89666afa6296e`	completed	May 16, 2026, 8:42 a.m.
NEDg	Description generation	`batch_6a082ed267588190ac209a5f5fcdac16`	completed	May 16, 2026, 8:46 a.m.
NED2	Entity disambiguation (via description)	`batch_6a082f5360ac8190bdfe653cb48c6ecb`	completed	May 16, 2026, 8:48 a.m.

Created at: April 11, 2026, 11:31 p.m.