Triple

T7959226
Position Surface form Disambiguated ID Type / Status
Subject Betsy DeVos E184818 entity
Predicate philanthropicOrganizationSupported P16661 FINISHED
Object American Federation for Children
The American Federation for Children is a U.S. advocacy organization that promotes school choice policies such as vouchers and charter schools.
E704039 NE FINISHED

How this triple was built (5 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: American Federation for Children | Statement: [Betsy DeVos, philanthropicOrganizationSupported, American Federation for Children]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Federation for Children
Context triple: [Betsy DeVos, philanthropicOrganizationSupported, American Federation for Children]
  • A. Association for Support of Children's Rights
    The Association for Support of Children's Rights is an Iranian non-governmental organization dedicated to protecting and promoting the legal and human rights of children, founded by Nobel Peace Prize laureate Shirin Ebadi.
  • B. 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.
  • C. World Childhood Foundation
    The World Childhood Foundation is an international non-profit organization dedicated to protecting children from violence, exploitation, and sexual abuse, co-founded by Queen Silvia of Sweden.
  • D. Committee for Youth
    The Committee for Youth is a body within the Assembly of Canonical Orthodox Bishops of the United States of America dedicated to coordinating and promoting Orthodox Christian youth ministry and engagement across its member jurisdictions.
  • E. National Child Labor Committee
    The National Child Labor Committee was a prominent early 20th-century American reform organization dedicated to ending child labor and promoting children’s welfare through advocacy, research, and legislation.
  • 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: American Federation for Children
Triple: [Betsy DeVos, philanthropicOrganizationSupported, American Federation for Children]
Generated description
The American Federation for Children is a U.S. advocacy organization that promotes school choice policies such as vouchers and charter schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Federation for Children
Target entity description: The American Federation for Children is a U.S. advocacy organization that promotes school choice policies such as vouchers and charter schools.
  • A. Association for Support of Children's Rights
    The Association for Support of Children's Rights is an Iranian non-governmental organization dedicated to protecting and promoting the legal and human rights of children, founded by Nobel Peace Prize laureate Shirin Ebadi.
  • B. 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.
  • C. World Childhood Foundation
    The World Childhood Foundation is an international non-profit organization dedicated to protecting children from violence, exploitation, and sexual abuse, co-founded by Queen Silvia of Sweden.
  • D. Committee for Youth
    The Committee for Youth is a body within the Assembly of Canonical Orthodox Bishops of the United States of America dedicated to coordinating and promoting Orthodox Christian youth ministry and engagement across its member jurisdictions.
  • E. National Child Labor Committee
    The National Child Labor Committee was a prominent early 20th-century American reform organization dedicated to ending child labor and promoting children’s welfare through advocacy, research, and legislation.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: philanthropicOrganizationSupported
Context triple: [Betsy DeVos, philanthropicOrganizationSupported, American Federation for Children]
  • A. philanthropicBeneficiary chosen
    Indicates that one entity is the recipient or target of another entity’s philanthropic giving or charitable support.
  • B. philanthropicInitiative
    Indicates an action or relationship where an entity undertakes or supports activities intended to promote the welfare of others, typically through charitable or socially beneficial efforts.
  • C. associatedCharity
    Indicates that one entity has a formal or recognized charitable affiliation or partnership with another entity.
  • D. philanthropicDonation
    Indicates that one entity voluntarily gives money, goods, or services to another entity for charitable or public-benefit purposes without expecting direct compensation.
  • E. philanthropicArm
    Indicates that an entity functions as the charitable or philanthropic division or initiative of another organization, responsible for its giving and social impact activities.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69cb0473d7dc8190a25d0cf460b9fcbe completed March 30, 2026, 11:17 p.m.
Created at: March 30, 2026, 5:11 p.m.