Triple
T201263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Department of Education |
E4508
|
entity |
| Predicate | overseesProgram |
P86
|
FINISHED |
| Object |
Federal Work-Study Program
The Federal Work-Study Program is a U.S. financial aid initiative that provides part-time jobs for eligible college and graduate students to help pay for education expenses.
|
E26288
|
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: Federal Work-Study Program | Statement: [United States Department of Education, overseesProgram, Federal Work-Study Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Work-Study Program Context triple: [United States Department of Education, overseesProgram, Federal Work-Study Program]
-
A.
Federal Pell Grant Program
The Federal Pell Grant Program is a U.S. federal financial aid initiative that provides need-based grants to low-income undergraduate students to help pay for college expenses.
-
B.
Federal Direct Student Loan Program
The Federal Direct Student Loan Program is a U.S. government initiative that provides low-interest loans directly to students and parents to help pay for higher education.
-
C.
Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP)
Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) is a U.S. federal initiative that supports low-income and underserved students in preparing for and succeeding in postsecondary education through long-term, cohort-based services and scholarships.
-
D.
United States Department of Education
The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
-
E.
Fellowship Program
The Fellowship Program is a leadership development initiative of the Obama Foundation that supports and connects emerging civic innovators and changemakers around the world.
- 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: Federal Work-Study Program Triple: [United States Department of Education, overseesProgram, Federal Work-Study Program]
Generated description
The Federal Work-Study Program is a U.S. financial aid initiative that provides part-time jobs for eligible college and graduate students to help pay for education expenses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Work-Study Program Target entity description: The Federal Work-Study Program is a U.S. financial aid initiative that provides part-time jobs for eligible college and graduate students to help pay for education expenses.
-
A.
Federal Pell Grant Program
The Federal Pell Grant Program is a U.S. federal financial aid initiative that provides need-based grants to low-income undergraduate students to help pay for college expenses.
-
B.
Federal Direct Student Loan Program
The Federal Direct Student Loan Program is a U.S. government initiative that provides low-interest loans directly to students and parents to help pay for higher education.
-
C.
Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP)
Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) is a U.S. federal initiative that supports low-income and underserved students in preparing for and succeeding in postsecondary education through long-term, cohort-based services and scholarships.
-
D.
United States Department of Education
The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
-
E.
Fellowship Program
The Fellowship Program is a leadership development initiative of the Obama Foundation that supports and connects emerging civic innovators and changemakers around the world.
- 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_69a25737567c81908f9c505300239181 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25be5a6d081909723b23a6361d6ea |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a32bc5d56c8190bbe922eee86bcc58 |
completed | Feb. 28, 2026, 5:54 p.m. |
| NEDg | Description generation | batch_69a32c3933988190b570bcd442b7095e |
completed | Feb. 28, 2026, 5:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a32cbc7db08190a94e1ac4d35ca257 |
completed | Feb. 28, 2026, 5:58 p.m. |
Created at: Feb. 28, 2026, 2:51 a.m.