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.