Triple

T6245819
Position Surface form Disambiguated ID Type / Status
Subject Graduated Repayment Plan E139717 entity
Predicate languageUsedBy P58450 FINISHED
Object Federal Student Aid (studentaid.gov) E137639 NE FINISHED

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: Federal Student Aid (studentaid.gov) | Statement: [Graduated Repayment Plan, languageUsedBy, Federal Student Aid (studentaid.gov)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Student Aid (studentaid.gov)
Context triple: [Graduated Repayment Plan, languageUsedBy, Federal Student Aid (studentaid.gov)]
  • A. Federal Student Aid chosen
    Federal Student Aid is a U.S. government office that provides and manages financial assistance programs to help students pay for postsecondary education.
  • B. Federal Family Education Loan Program
    The Federal Family Education Loan Program was a U.S. government-backed student loan system in which private lenders issued education loans that were guaranteed and subsidized by the federal government.
  • 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. Federal Direct Student Loan Program
    The Federal Direct Student Loan Program is a U.S. government initiative that provides low-interest loans directly to students and parents to help pay for higher education.
  • E. Federal Loan Administrator of the United States
    The Federal Loan Administrator of the United States was a New Deal–era federal official responsible for overseeing and coordinating government lending programs to support economic recovery and development.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c008b1c5088190ae6de2555fc05ad8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0631d9e648190a59ab4001f506424 completed March 22, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20e15e7e48190b8a79178243b01f6 completed March 24, 2026, 4:07 a.m.
Created at: March 22, 2026, 4:23 p.m.