Triple

T7959229
Position Surface form Disambiguated ID Type / Status
Subject Betsy DeVos E184818 entity
Predicate boardMemberOf P10 FINISHED
Object Foundation for Excellence in Education
The Foundation for Excellence in Education is an education reform advocacy organization, founded by former Florida Governor Jeb Bush, that promotes school choice, accountability, and digital learning policies across the United States.
 E704040 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: Foundation for Excellence in Education | Statement: [Betsy DeVos, boardMemberOf, Foundation for Excellence in Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Foundation for Excellence in Education
Context triple: [Betsy DeVos, boardMemberOf, Foundation for Excellence in Education]
  • A. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • B. Center for Education
    The Center for Education is an educational arm of the American Humanist Association that develops and promotes humanist-based learning resources and programs.
  • C. Education for All
    Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
  • D. Spirit in Education Movement
    Spirit in Education Movement is a socially engaged Buddhist educational organization promoting peace, justice, and environmental sustainability in Southeast Asia.
  • E. Excellence Through Knowledge
    Excellence Through Knowledge is the official motto of the New York State Police, emphasizing the importance of expertise and learning in effective law enforcement.
  • 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: Foundation for Excellence in Education
Triple: [Betsy DeVos, boardMemberOf, Foundation for Excellence in Education]
Generated description
The Foundation for Excellence in Education is an education reform advocacy organization, founded by former Florida Governor Jeb Bush, that promotes school choice, accountability, and digital learning policies across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Foundation for Excellence in Education
Target entity description: The Foundation for Excellence in Education is an education reform advocacy organization, founded by former Florida Governor Jeb Bush, that promotes school choice, accountability, and digital learning policies across the United States.
  • A. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • B. Center for Education
    The Center for Education is an educational arm of the American Humanist Association that develops and promotes humanist-based learning resources and programs.
  • C. Education for All
    Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
  • D. Spirit in Education Movement
    Spirit in Education Movement is a socially engaged Buddhist educational organization promoting peace, justice, and environmental sustainability in Southeast Asia.
  • E. Excellence Through Knowledge
    Excellence Through Knowledge is the official motto of the New York State Police, emphasizing the importance of expertise and learning in effective law enforcement.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b80050c81909b2db95ade495052 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe07d31a881909e891fdd73c4467b completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cbe554dfd881909edf2c20a7035f17 completed March 31, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69cc3429f4148190981d30c3cc4c3c9a completed March 31, 2026, 8:52 p.m.
Created at: March 30, 2026, 5:11 p.m.