Triple

T8080501
Position Surface form Disambiguated ID Type / Status
Subject Department of Higher Education and Training E188600 entity
Predicate oversees P46 FINISHED
Object National Student Financial Aid Scheme E710542 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: National Student Financial Aid Scheme | Statement: [Department of Higher Education and Training, oversees, National Student Financial Aid Scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Student Financial Aid Scheme
Context triple: [Department of Higher Education and Training, oversees, National Student Financial Aid Scheme]
  • A. National Student Financial Aid Scheme chosen
    The National Student Financial Aid Scheme is South Africa’s public funding body that provides loans and bursaries to financially needy students to support their higher and further education studies.
  • B. TEACH Grant Program
    The TEACH Grant Program is a federal financial aid initiative that provides grants to students who commit to teaching in high-need fields and low-income schools after completing their education.
  • C. 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.
  • 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. Norwegian State Educational Loan Fund
    The Norwegian State Educational Loan Fund is a government agency that provides financial support through loans and grants to students pursuing education in Norway and abroad.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb40a504d48190ace96e814d99b182 completed March 31, 2026, 3:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc93eddef48190b5f499a5b52428c8 completed April 1, 2026, 3:41 a.m.
Created at: March 30, 2026, 5:28 p.m.