Triple

T6169122
Position Surface form Disambiguated ID Type / Status
Subject FAFSA E137645 entity
Predicate output P490 FINISHED
Object Student Aid Index (SAI)
The Student Aid Index (SAI) is a numerical figure used in U.S. federal student aid to estimate a student's financial need and determine eligibility and amounts for college financial assistance.
 E137645 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: [FAFSA, output, Student Aid Index (SAI)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Student Aid Index (SAI)
Context triple: [FAFSA, output, Student Aid Index (SAI)]
  • A. 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.
  • B. SAIT
    SAIT is a Canadian polytechnic institute in Calgary, Alberta, offering career-focused technical, trades, and applied degree programs.
  • C. SACS
    SACS is a regional accrediting body in the United States that evaluates and certifies the quality and standards of educational institutions in the southern states.
  • D. FAFSA
    FAFSA is the Free Application for Federal Student Aid, a standardized form used by U.S. students to apply for federal financial aid for college or career school.
  • E. Oregon 529 college savings programs
    Oregon 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
  • 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: [FAFSA, output, Student Aid Index (SAI)]
Generated description
The Student Aid Index (SAI) is a numerical figure used in U.S. federal student aid to estimate a student's financial need and determine eligibility and amounts for college financial assistance.
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 numerical figure used in U.S. federal student aid to estimate a student's financial need and determine eligibility and amounts for college financial assistance.
  • A. 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.
  • B. SAIT
    SAIT is a Canadian polytechnic institute in Calgary, Alberta, offering career-focused technical, trades, and applied degree programs.
  • C. SACS
    SACS is a regional accrediting body in the United States that evaluates and certifies the quality and standards of educational institutions in the southern states.
  • D. FAFSA chosen
    FAFSA is the Free Application for Federal Student Aid, a standardized form used by U.S. students to apply for federal financial aid for college or career school.
  • E. Oregon 529 college savings programs
    Oregon 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
  • F. None of above.

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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d8de56481909583104c70a52616 completed March 22, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141a947808190ac68e6f00858a573 completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c1458171588190a074797c3b51f1e7 completed March 23, 2026, 1:52 p.m.
NED2 Entity disambiguation (via description) batch_69c145f2290c819093f787a4f9a6a832 completed March 23, 2026, 1:53 p.m.
Created at: March 22, 2026, 4:18 p.m.