Triple

T2357257
Position Surface form Disambiguated ID Type / Status
Subject Mark Obama Ndesandjo E47584 entity
Predicate founded P104 FINISHED
Object 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.
 E257963 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: Mark Obama Foundation | Statement: [Mark Obama Ndesandjo, founded, Mark Obama Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Obama Foundation
Context triple: [Mark Obama Ndesandjo, founded, Mark Obama Foundation]
  • A. Obama Foundation
    The Obama Foundation is a nonprofit organization focused on civic engagement, leadership development, and community initiatives inspired by the values and legacy of Barack Obama.
  • B. Clinton Foundation
    The Clinton Foundation is a global nonprofit organization that focuses on issues such as health, economic development, climate change, and education through partnerships and philanthropic initiatives.
  • C. Ford Foundation
    The Ford Foundation is a major American philanthropic organization known for funding global social justice, economic development, and agricultural initiatives, including support for the Green Revolution.
  • D. Bloomberg Philanthropies
    Bloomberg Philanthropies is the charitable organization founded by Michael R. Bloomberg that focuses on public health, climate action, education, the arts, and government innovation worldwide.
  • E. Trump Foundation
    The Trump Foundation was a private charitable organization founded and funded by Donald Trump and his businesses, later dissolved amid investigations into self-dealing and misuse of funds.
  • 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: Mark Obama Foundation
Triple: [Mark Obama Ndesandjo, founded, Mark Obama Foundation]
Generated description
The Mark Obama Foundation is a charitable organization focused on promoting cultural exchange, education, and social development, particularly in China and Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Obama Foundation
Target entity description: The Mark Obama Foundation is a charitable organization focused on promoting cultural exchange, education, and social development, particularly in China and Africa.
  • A. Obama Foundation
    The Obama Foundation is a nonprofit organization focused on civic engagement, leadership development, and community initiatives inspired by the values and legacy of Barack Obama.
  • B. Clinton Foundation
    The Clinton Foundation is a global nonprofit organization that focuses on issues such as health, economic development, climate change, and education through partnerships and philanthropic initiatives.
  • C. Ford Foundation
    The Ford Foundation is a major American philanthropic organization known for funding global social justice, economic development, and agricultural initiatives, including support for the Green Revolution.
  • D. Bloomberg Philanthropies
    Bloomberg Philanthropies is the charitable organization founded by Michael R. Bloomberg that focuses on public health, climate action, education, the arts, and government innovation worldwide.
  • E. Trump Foundation
    The Trump Foundation was a private charitable organization founded and funded by Donald Trump and his businesses, later dissolved amid investigations into self-dealing and misuse of funds.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc71e0c68819082eebd80721abcc1 completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae9638ef948190adf945aba42fac76 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae96fc0b508190b1da6aa41cddc488 completed March 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ae977e539c81909cef638cc61e5ec1 completed March 9, 2026, 9:48 a.m.
Created at: March 4, 2026, 7:54 p.m.