Triple
T23104212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subsidized Federal Stafford Loan |
E576117
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | Title IV federal student aid program |
C357
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: Title IV federal student aid program Context triple: [Subsidized Federal Stafford Loan, instanceOf, Title IV federal student aid program]
-
A.
merit-based financial aid program
A merit-based financial aid program is a structured system that awards financial assistance to individuals based on demonstrated achievements, such as academic performance, talents, or leadership, rather than financial need.
-
B.
TRIO program
A TRIO program is a federally funded U.S. initiative that provides academic support, counseling, and resources to help low-income, first-generation, and disabled students access and succeed in postsecondary education.
-
C.
federal government program
chosen
A federal government program is an organized set of activities, services, or regulations funded and administered by the national government to achieve specific public policy goals.
-
D.
United States Department of Education repayment option
A United States Department of Education repayment option is a structured plan that defines how a federal student loan borrower’s payments are calculated, scheduled, and managed under federal regulations.
-
E.
state-funded scholarship program
A state-funded scholarship program is a government-sponsored initiative that provides financial assistance to eligible students to support their education costs at approved institutions.
- F. None of above.
Provenance (1 batch)
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_69e245f4af548190898d434a64a1e774 |
completed | April 17, 2026, 2:38 p.m. |
Created at: April 17, 2026, 3:58 p.m.