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.