Triple

T23019250
Position Surface form Disambiguated ID Type / Status
Subject Expected Family Contribution (EFC) E573116 entity
Predicate relatedConcept P37 FINISHED
Object Student Aid Index (SAI)
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.
E1566560 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: Student Aid Index (SAI) | Statement: [Expected Family Contribution (EFC), relatedConcept, 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), relatedConcept, Student Aid Index (SAI)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Integrated Postsecondary Education Data System
    The Integrated Postsecondary Education Data System (IPEDS) is a comprehensive U.S. federal data collection program that gathers and reports information on postsecondary institutions, including enrollment, finances, graduation rates, and institutional characteristics.
  • E. NSAA
    NSAA is an athletic conference known as the North Star Athletic Association, primarily organizing intercollegiate sports competition among smaller colleges and universities in the United States.
  • 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: Student Aid Index (SAI)
Triple: [Expected Family Contribution (EFC), relatedConcept, Student Aid Index (SAI)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Student Aid Index (SAI)
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Integrated Postsecondary Education Data System
    The Integrated Postsecondary Education Data System (IPEDS) is a comprehensive U.S. federal data collection program that gathers and reports information on postsecondary institutions, including enrollment, finances, graduation rates, and institutional characteristics.
  • E. NSAA
    NSAA is an athletic conference known as the North Star Athletic Association, primarily organizing intercollegiate sports competition among smaller colleges and universities in the United States.
  • 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_69e245b764cc8190a51be76f1d9611e1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f183e777cc81908c0b0bfd9d5a717c completed April 29, 2026, 4:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2ac373481908afa43db415547c0 completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bfaf8b2148190b30e1230ea4f9eeb completed May 19, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0bfc2cb3288190929731dc4dbf170b completed May 19, 2026, 5:59 a.m.
Created at: April 17, 2026, 3:52 p.m.