Triple

T7959227
Position Surface form Disambiguated ID Type / Status
Subject Betsy DeVos E184818 entity
Predicate boardMemberOf P10 FINISHED
Object Alliance for School Choice
The Alliance for School Choice is an advocacy organization that promotes school voucher programs and other school choice policies in the United States.
E365806 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: Alliance for School Choice | Statement: [Betsy DeVos, boardMemberOf, Alliance for School Choice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alliance for School Choice
Context triple: [Betsy DeVos, boardMemberOf, Alliance for School Choice]
  • A. Association of Independent Maryland and DC Schools
    The Association of Independent Maryland and DC Schools is a regional accrediting and membership organization that supports and upholds standards for independent schools in Maryland and Washington, DC.
  • B. KIPP Foundation
    The KIPP Foundation is a nonprofit organization that supports and oversees the national network of KIPP public charter schools serving primarily underserved communities in the United States.
  • C. Charter Schools Program
    The Charter Schools Program is a federal initiative that provides funding and support to help create, expand, and replicate high-quality public charter schools across the United States.
  • D. Milton and Rose D. Friedman Foundation for Educational Choice
    The Milton and Rose D. Friedman Foundation for Educational Choice is a nonprofit organization dedicated to advancing school choice and educational freedom through research, advocacy, and policy development.
  • E. Stand for Children
    Stand for Children is a U.S.-based education advocacy organization focused on improving public schools and advancing policies that promote educational equity and student success.
  • 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: Alliance for School Choice
Triple: [Betsy DeVos, boardMemberOf, Alliance for School Choice]
Generated description
The Alliance for School Choice is an advocacy organization that promotes school voucher programs and other school choice policies in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alliance for School Choice
Target entity description: The Alliance for School Choice is an advocacy organization that promotes school voucher programs and other school choice policies in the United States.
  • A. Association of Independent Maryland and DC Schools
    The Association of Independent Maryland and DC Schools is a regional accrediting and membership organization that supports and upholds standards for independent schools in Maryland and Washington, DC.
  • B. KIPP Foundation
    The KIPP Foundation is a nonprofit organization that supports and oversees the national network of KIPP public charter schools serving primarily underserved communities in the United States.
  • C. Charter Schools Program
    The Charter Schools Program is a federal initiative that provides funding and support to help create, expand, and replicate high-quality public charter schools across the United States.
  • D. Milton and Rose D. Friedman Foundation for Educational Choice chosen
    The Milton and Rose D. Friedman Foundation for Educational Choice is a nonprofit organization dedicated to advancing school choice and educational freedom through research, advocacy, and policy development.
  • E. Stand for Children
    Stand for Children is a U.S.-based education advocacy organization focused on improving public schools and advancing policies that promote educational equity and student success.
  • F. None of above.

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.