Triple

T6245774
Position Surface form Disambiguated ID Type / Status
Subject Federal Family Education Loan Program E139716 entity
Predicate relatedProgram P37 FINISHED
Object Federal Pell Grant Program E25794 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 Pell Grant Program | Statement: [Federal Family Education Loan Program, relatedProgram, Federal Pell Grant Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Pell Grant Program
Context triple: [Federal Family Education Loan Program, relatedProgram, Federal Pell Grant Program]
  • A. Federal Pell Grant Program chosen
    The Federal Pell Grant Program is a U.S. federal financial aid initiative that provides need-based grants to low-income undergraduate students to help pay for college expenses.
  • B. 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.
  • C. 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.
  • D. Federal Supplemental Educational Opportunity Grant Program
    The Federal Supplemental Educational Opportunity Grant Program is a need-based federal aid initiative that provides additional grant funding to low-income undergraduate students to help cover the cost of postsecondary education.
  • E. 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.
  • 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.