Triple

T6169120
Position Surface form Disambiguated ID Type / Status
Subject FAFSA E137645 entity
Predicate output P490 FINISHED
Object 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.
 E573115 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 Report | Statement: [FAFSA, output, Student Aid Report]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Student Aid Report
Context triple: [FAFSA, output, Student Aid Report]
  • A. Federal Student Aid
    Federal Student Aid is a U.S. government office that provides and manages financial assistance programs to help students pay for postsecondary education.
  • B. 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.
  • C. 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.
  • D. Student Loans Company
    The Student Loans Company is a UK government-owned organization that administers and manages student finance, including loans and grants, for higher and further education students.
  • E. Federal Work-Study Program
    The Federal Work-Study Program is a U.S. financial aid initiative that provides part-time jobs for eligible college and graduate students to help pay for 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 Report
Triple: [FAFSA, output, Student Aid Report]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Student Aid Report
Target entity description: 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.
  • A. Federal Student Aid
    Federal Student Aid is a U.S. government office that provides and manages financial assistance programs to help students pay for postsecondary education.
  • B. 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.
  • C. 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.
  • D. Student Loans Company
    The Student Loans Company is a UK government-owned organization that administers and manages student finance, including loans and grants, for higher and further education students.
  • E. Federal Work-Study Program
    The Federal Work-Study Program is a U.S. financial aid initiative that provides part-time jobs for eligible college and graduate students to help pay for education expenses.
  • 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_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.