Triple

T11137631
Position Surface form Disambiguated ID Type / Status
Subject Sarah Onyango Obama E263454 entity
Predicate founded P104 FINISHED
Object Mama Sarah Obama Foundation
The Mama Sarah Obama Foundation is a Kenyan charitable organization focused on improving education, healthcare, and welfare for disadvantaged children and widows, particularly in rural communities.
 E907417 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: Mama Sarah Obama Foundation | Statement: [Sarah Onyango Obama, founded, Mama Sarah Obama Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mama Sarah Obama Foundation
Context triple: [Sarah Onyango Obama, founded, Mama Sarah Obama Foundation]
  • A. Mark Obama Foundation
    The Mark Obama Foundation is a charitable organization focused on promoting cultural exchange, education, and social development, particularly in China and Africa.
  • B. The Tavis Smiley Foundation
    The Tavis Smiley Foundation is a nonprofit organization dedicated to empowering underserved youth through leadership development, civic engagement, and educational programs inspired by broadcaster and author Tavis Smiley’s advocacy work.
  • C. Ms. Foundation for Women
    Ms. Foundation for Women is a pioneering U.S. feminist nonprofit organization that supports and funds initiatives advancing women's rights, gender equity, and social justice.
  • D. The Sanneh Foundation
    The Sanneh Foundation is a nonprofit organization focused on empowering youth and promoting community development through educational, athletic, and social programs.
  • E. Marcus Foundation
    The Marcus Foundation is a philanthropic organization established by Home Depot co-founder Bernard Marcus that supports initiatives in medical research, Jewish causes, veterans’ services, and community development.
  • 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: Mama Sarah Obama Foundation
Triple: [Sarah Onyango Obama, founded, Mama Sarah Obama Foundation]
Generated description
The Mama Sarah Obama Foundation is a Kenyan charitable organization focused on improving education, healthcare, and welfare for disadvantaged children and widows, particularly in rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mama Sarah Obama Foundation
Target entity description: The Mama Sarah Obama Foundation is a Kenyan charitable organization focused on improving education, healthcare, and welfare for disadvantaged children and widows, particularly in rural communities.
  • A. Mark Obama Foundation
    The Mark Obama Foundation is a charitable organization focused on promoting cultural exchange, education, and social development, particularly in China and Africa.
  • B. The Tavis Smiley Foundation
    The Tavis Smiley Foundation is a nonprofit organization dedicated to empowering underserved youth through leadership development, civic engagement, and educational programs inspired by broadcaster and author Tavis Smiley’s advocacy work.
  • C. Ms. Foundation for Women
    Ms. Foundation for Women is a pioneering U.S. feminist nonprofit organization that supports and funds initiatives advancing women's rights, gender equity, and social justice.
  • D. The Sanneh Foundation
    The Sanneh Foundation is a nonprofit organization focused on empowering youth and promoting community development through educational, athletic, and social programs.
  • E. Marcus Foundation
    The Marcus Foundation is a philanthropic organization established by Home Depot co-founder Bernard Marcus that supports initiatives in medical research, Jewish causes, veterans’ services, and community development.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e85f2ea48190bf1ff63af1d7d236 completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e442030b588190bc958030f30b648a completed April 19, 2026, 2:46 a.m.
NEDg Description generation batch_69e44c09dd5c8190bddf3dd109a639ba completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e451274ce48190a05f1d37f972c36c completed April 19, 2026, 3:51 a.m.
Created at: April 8, 2026, 9:28 p.m.