Triple
T23019251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expected Family Contribution (EFC) |
E573116
|
entity |
| Predicate | replacedBy |
P101
|
FINISHED |
| Object | Student Aid Index (SAI) |
—
|
NE NERFINISHED |
How this triple was built (2 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: Student Aid Index (SAI) | Statement: [Expected Family Contribution (EFC), replacedBy, Student Aid Index (SAI)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Student Aid Index (SAI) Context triple: [Expected Family Contribution (EFC), replacedBy, Student Aid Index (SAI)]
-
A.
Student Aid Index (SAI)
chosen
The Student Aid Index (SAI) is a federal financial aid eligibility measure used on the FAFSA to estimate how much need-based college aid a student may receive.
-
B.
National Student Financial Aid Scheme
The National Student Financial Aid Scheme is South Africa’s public funding body that provides loans and bursaries to financially needy students to support their higher and further education studies.
-
C.
Student Aid Report
The Student Aid Report is a summary document sent to students after they submit the FAFSA, detailing their eligibility for federal financial aid and the information they reported.
-
D.
Fund for the Improvement of Postsecondary Education
The Fund for the Improvement of Postsecondary Education (FIPSE) is a U.S. Department of Education grant program that supports innovative projects aimed at improving access to, quality of, and completion in higher education.
-
E.
FSEOG
FSEOG is a need-based federal financial aid grant in the United States that provides additional funds to low-income undergraduate students to help pay for college.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245b764cc8190a51be76f1d9611e1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f183e777cc81908c0b0bfd9d5a717c |
completed | April 29, 2026, 4:07 a.m. |
Created at: April 17, 2026, 3:52 p.m.