Triple

T23513905
Position Surface form Disambiguated ID Type / Status
Subject Income-Contingent Repayment Plan (ICR) E572503 entity
Predicate comparedWith P278 FINISHED
Object Revised Pay As You Earn (REPAYE) — 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: Revised Pay As You Earn (REPAYE) | Statement: [Income-Contingent Repayment Plan (ICR), comparedWith, Revised Pay As You Earn (REPAYE)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Revised Pay As You Earn (REPAYE)
Context triple: [Income-Contingent Repayment Plan (ICR), comparedWith, Revised Pay As You Earn (REPAYE)]
  • A. Revised Pay As You Earn chosen
    Revised Pay As You Earn (REPAYE) is a federal student loan repayment plan that bases monthly payments on a percentage of the borrower's discretionary income and offers loan forgiveness after a set number of qualifying years.
  • B. Pay As You Earn
    Pay As You Earn is a U.S. federal student loan repayment plan that caps monthly payments at a percentage of discretionary income and offers potential loan forgiveness after a set period.
  • C. Income-Contingent Repayment Plan (ICR)
    The Income-Contingent Repayment Plan (ICR) is a federal student loan repayment option that bases monthly payments on a borrower’s income, family size, and loan balance, potentially extending the repayment term and offering forgiveness of any remaining balance after a set period.
  • D. Income-Based Repayment
    Income-Based Repayment is a U.S. federal student loan repayment plan that caps monthly payments based on a borrower’s income and family size, often with the possibility of loan forgiveness after a set period.
  • E. Graduated Repayment Plan
    The Graduated Repayment Plan is a federal student loan repayment option where payments start low and increase at set intervals, typically every two years, to help borrowers whose income is expected to rise over time.
  • 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_69e245b5e4208190bac8a6509867e394 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1aa80174c819088c9c19fdcf2a133 completed April 29, 2026, 6:51 a.m.
Created at: April 17, 2026, 6:08 p.m.