Triple

T6167225
Position Surface form Disambiguated ID Type / Status
Subject Extended Repayment Plan E137597 entity
Predicate hasLowerMonthlyPaymentThan P69176 FINISHED
Object Standard Repayment Plan E572502 NE FINISHED

How this triple was built (3 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: Standard Repayment Plan | Statement: [Extended Repayment Plan, hasLowerMonthlyPaymentThan, Standard Repayment Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Standard Repayment Plan
Context triple: [Extended Repayment Plan, hasLowerMonthlyPaymentThan, Standard Repayment Plan]
  • A. Standard Repayment Plan chosen
    The Standard Repayment Plan is a federal student loan repayment option that requires fixed monthly payments over a set term, typically resulting in less interest paid over time compared with extended or income-driven plans.
  • B. 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.
  • 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. Extended Repayment Plan
    The Extended Repayment Plan is a federal student loan repayment option that lowers monthly payments by stretching repayment over a longer period, typically up to 25 years, for borrowers with higher loan balances.
  • E. Guaranteed Rate
    Guaranteed Rate is a U.S.-based mortgage lending company known for providing home loans and related financial services nationwide.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLowerMonthlyPaymentThan
Context triple: [Extended Repayment Plan, hasLowerMonthlyPaymentThan, Standard Repayment Plan]
  • A. hasLowestFlowMonths
    Indicates that the related months are those during which the flow (e.g., of water, traffic, or another quantity) reaches its minimum levels for the given entity or period.
  • B. hasMainInstallment
    Indicates that one entity is the primary or principal installment (e.g., main payment or main part of a series) associated with another entity.
  • C. hasLessFinancialPowersThan
    Indicates that one entity’s authority or capacity to make financial decisions or control financial resources is lower or more limited than that of another entity.
  • D. isFinalInstallmentOf
    Indicates that one work or item is the concluding or last part in a series, sequence, or collection of related works.
  • E. hasMonth
    Indicates that something is associated with, occurs in, or is assigned to a specific month.
  • 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_69c05d647ae48190a1db07b4f4a06e67 completed March 22, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20d7783988190a0f0c8b37abe7069 completed March 24, 2026, 4:05 a.m.
PD Predicate disambiguation batch_69c055f5b81481908819515cdc334ae6 completed March 22, 2026, 8:49 p.m.
PDg Predicate description generation batch_69c056df95ac8190bc5efe050d3af864 completed March 22, 2026, 8:53 p.m.
Created at: March 22, 2026, 4:17 p.m.