Triple

T27028244
Position Surface form Disambiguated ID Type / Status
Subject Public Law 78-346 E680847 entity
Predicate instanceOf P0 FINISHED
Object GI Bill C52400 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: GI Bill
Context triple: [Public Law 78-346, instanceOf, GI Bill]
  • A. section of the National Defense Education Act
    A section of the National Defense Education Act is a specific statutory provision within the broader federal law that outlines particular educational funding, program requirements, or administrative guidelines enacted to strengthen national defense through improved education.
  • B. U.S. Army officer accession program
    A U.S. Army officer accession program is an organized pathway through which qualified individuals are selected, trained, and commissioned as officers in the United States Army.
  • C. TRIO program
    A TRIO program is a federally funded U.S. initiative that provides academic support, counseling, and resources to help low-income, first-generation, and disabled students access and succeed in postsecondary education.
  • D. United States Department of Education repayment option
    A United States Department of Education repayment option is a structured plan that defines how a federal student loan borrower’s payments are calculated, scheduled, and managed under federal regulations.
  • E. military assistance program
    A military assistance program is an organized initiative through which one nation or entity provides training, equipment, funding, or advisory support to strengthen the defense capabilities of another.
  • F. None of above. chosen

Provenance (1 batch)

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_69eeeb5566f08190813daf896fa3da04 completed April 27, 2026, 4:51 a.m.
Created at: April 27, 2026, 7:12 a.m.