Triple

T18132990
Position Surface form Disambiguated ID Type / Status
Subject John Marshall Law School E434060 entity
Predicate offersProgram P178 FINISHED
Object LLM in Employee Benefits NE NERFINISHED

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: LLM in Employee Benefits | Statement: [John Marshall Law School, offersProgram, LLM in Employee Benefits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LLM in Employee Benefits
Context triple: [John Marshall Law School, offersProgram, LLM in Employee Benefits]
  • A. Oracle Benefits
    Oracle Benefits is a cloud-based benefits administration solution within the Oracle HCM suite that manages employee eligibility, enrollment, and coverage for health, retirement, and other benefit programs.
  • B. eBenefits
    eBenefits is an online portal that allows U.S. veterans, service members, and their families to manage and access VA and DoD benefits and services.
  • C. Employee Benefits Security Administration
    The Employee Benefits Security Administration is a U.S. federal agency that oversees and enforces laws governing private-sector employee benefit plans, including retirement, health, and other welfare programs.
  • D. Assistant Secretary of Labor for Employee Benefits Security
    The Assistant Secretary of Labor for Employee Benefits Security is the U.S. Department of Labor official who leads the Employee Benefits Security Administration, overseeing and enforcing federal laws that protect workers’ retirement, health, and other employee benefit plans.
  • E. Social Insurance and Allied Services
    Social Insurance and Allied Services is the formal title of the 1942 Beveridge Report, a landmark British government document that laid the foundations for the modern welfare state and social security system in the United Kingdom.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LLM in Employee Benefits
Target entity description: LLM in Employee Benefits is a specialized postgraduate law degree focusing on the legal, tax, and regulatory aspects of employee benefit plans and executive compensation.
  • A. Oracle Benefits
    Oracle Benefits is a cloud-based benefits administration solution within the Oracle HCM suite that manages employee eligibility, enrollment, and coverage for health, retirement, and other benefit programs.
  • B. eBenefits
    eBenefits is an online portal that allows U.S. veterans, service members, and their families to manage and access VA and DoD benefits and services.
  • C. Employee Benefits Security Administration
    The Employee Benefits Security Administration is a U.S. federal agency that oversees and enforces laws governing private-sector employee benefit plans, including retirement, health, and other welfare programs.
  • D. Assistant Secretary of Labor for Employee Benefits Security
    The Assistant Secretary of Labor for Employee Benefits Security is the U.S. Department of Labor official who leads the Employee Benefits Security Administration, overseeing and enforcing federal laws that protect workers’ retirement, health, and other employee benefit plans.
  • E. Social Insurance and Allied Services
    Social Insurance and Allied Services is the formal title of the 1942 Beveridge Report, a landmark British government document that laid the foundations for the modern welfare state and social security system in the United Kingdom.
  • F. None of above. chosen

Provenance (2 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_69d8b909e8cc81908df4cc2b8ea6d11f completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de04321c81909c0b9d47757720fd completed April 19, 2026, 1:52 p.m.
Created at: April 10, 2026, 10:29 a.m.