Triple
T23104210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subsidized Federal Stafford Loan |
E576117
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | federal student loan |
C47235
|
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: federal student loan Context triple: [Subsidized Federal Stafford Loan, instanceOf, federal student loan]
-
A.
student loan servicer
A student loan servicer is an organization that manages student loan accounts on behalf of lenders or the government, handling billing, payment processing, customer support, and repayment options for borrowers.
-
B.
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.
-
C.
financial aid application form
A financial aid application form is a structured document used by individuals to provide personal, financial, and academic information required to determine their eligibility for financial assistance.
-
D.
federated college
A federated college is an institution that maintains its own governance and identity while being formally affiliated with a larger university, sharing resources, academic programs, and degrees.
-
E.
federal institution
A federal institution is an organization established and operated by a national government to implement, regulate, or support public policies and services across the entire country.
- F. None of above. chosen
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.