Triple

T16713914
Position Surface form Disambiguated ID Type / Status
Subject Public Law 111-152 E406174 entity
Predicate eliminatedProgram P60694 FINISHED
Object Federal Family Education Loan Program E139716 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: Federal Family Education Loan Program | Statement: [Public Law 111-152, eliminatedProgram, Federal Family Education Loan Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Family Education Loan Program
Context triple: [Public Law 111-152, eliminatedProgram, Federal Family Education Loan Program]
  • A. Federal Family Education Loan Program chosen
    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.
  • 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 Perkins Loan
    A Federal Perkins Loan is a former U.S. federal student loan program that provided low-interest, campus-based loans to undergraduate and graduate students with exceptional financial need.
  • D. Federal Student Aid
    Federal Student Aid is a U.S. government office that provides and manages financial assistance programs to help students pay for postsecondary education.
  • E. Federal Pell Grant Program
    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.
  • 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: eliminatedProgram
Context triple: [Public Law 111-152, eliminatedProgram, Federal Family Education Loan Program]
  • A. removedFromProgramme
    Indicates that an entity has been taken out of, or is no longer participating in, a particular programme.
  • B. formerProgram chosen
    Indicates that an entity previously held the role or status of a program but no longer does so.
  • C. eradicationProgram
    Indicates a deliberate, organized effort aimed at completely eliminating a specified target (such as a disease, species, or practice).
  • D. implementedProgram
    Indicates that an entity has created, developed, or put into operation a particular program or software system.
  • E. intendedProgram
    Indicates the academic or training program that an entity plans or expects to pursue, rather than one they are currently enrolled in or have completed.
  • F. None of above.

Provenance (4 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e38653cdd48190863e1cc989e21f39 completed April 18, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091a95180819099abd50dd153e229 completed May 10, 2026, 2:09 p.m.
PD Predicate disambiguation batch_69e319c379f88190ac0adf812486f598 completed April 18, 2026, 5:42 a.m.
Created at: April 10, 2026, 5:20 a.m.