Triple

T1205037
Position Surface form Disambiguated ID Type / Status
Subject Federal Direct Student Loan Program E25868 entity
Predicate lender P25540 FINISHED
Object U.S. Department of Education E4508 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: U.S. Department of Education | Statement: [Federal Direct Student Loan Program, lender, U.S. Department of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Department of Education
Context triple: [Federal Direct Student Loan Program, lender, U.S. Department of Education]
  • A. United States Department of Education chosen
    The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
  • B. Office of Education
    The Office of Education was a former U.S. federal agency responsible for overseeing and supporting national education policy and programs before its functions were reorganized into later departments.
  • C. Office of the Secretary of Education
    The Office of the Secretary of Education is the senior leadership office within the U.S. Department of Education, headed by the Secretary who oversees federal education policy and administration.
  • D. Institute of Education Sciences
    The Institute of Education Sciences is the independent research, evaluation, and statistics arm of the U.S. federal education system, responsible for providing rigorous evidence to inform education policy and practice.
  • E. Office of Elementary and Secondary Education
    The Office of Elementary and Secondary Education is a division of the U.S. Department of Education responsible for administering federal programs and policies that support and improve K–12 education 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: lender
Context triple: [Federal Direct Student Loan Program, lender, U.S. Department of Education]
  • A. lenderType
    Indicates the classification or category of the lender involved in a lending relationship (e.g., bank, individual, institution).
  • B. holder
    Indicates that one entity possesses, controls, or has custody of another entity, typically in a temporary or contextual sense.
  • C. loanType
    Indicates the specific category or kind of loan associated with an entity or transaction.
  • D. co-signer
    Indicates that one entity agrees to share legal and financial responsibility for another entity’s obligation, such as a loan or contract.
  • E. leverage
    Indicates using something (such as a resource, asset, or advantage) to exert influence or gain a greater effect or benefit in a situation or relationship.
  • 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_69a4942b30f08190a91c60573e16b5ef completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bdc0f8d08190b340012a9eb26275 completed March 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08a02ba081908e0036a9d8bfc9f2 completed March 8, 2026, 5:26 a.m.
PD Predicate disambiguation batch_69a4bb5ed2b88190aab992913957e1cf completed March 1, 2026, 10:19 p.m.
PDg Predicate description generation batch_69a4bcc82e38819081c3615e1cc7a66f completed March 1, 2026, 10:25 p.m.
Created at: March 1, 2026, 7:46 p.m.