Triple

T2625858
Position Surface form Disambiguated ID Type / Status
Subject Jobseeker’s Allowance E59114 entity
Predicate legalBasis P125 FINISHED
Object Jobseekers Act 1995
The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
E284432 NE FINISHED

How this triple was built (4 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: Jobseekers Act 1995 | Statement: [Jobseeker’s Allowance, legalBasis, Jobseekers Act 1995]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jobseekers Act 1995
Context triple: [Jobseeker’s Allowance, legalBasis, Jobseekers Act 1995]
  • A. Labour Exchanges Act 1909
    The Labour Exchanges Act 1909 was a key piece of early 20th-century British social reform that created state-run employment offices to help match workers with available jobs and reduce unemployment.
  • B. Workforce Investment Act of 1998
    The Workforce Investment Act of 1998 is a U.S. federal law that overhauled and consolidated job training, adult education, and employment services into a coordinated workforce development system to better connect workers with employers.
  • C. Unemployment Insurance Act 1921
    The Unemployment Insurance Act 1921 was a UK law that amended and extended the existing unemployment benefits system established after World War I, tightening eligibility and adjusting contributions and payments in response to rising joblessness.
  • D. Comprehensive Employment and Training Act amendments
    The Comprehensive Employment and Training Act amendments were legislative updates in the 1970s that expanded and refined federal job training and employment programs for unemployed and disadvantaged workers in the United States.
  • E. Personal Responsibility and Work Opportunity Reconciliation Act of 1996
    The Personal Responsibility and Work Opportunity Reconciliation Act of 1996 is a landmark U.S. welfare reform law that overhauled federal assistance programs by imposing work requirements, time limits on benefits, and greater state control over welfare policy.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Jobseekers Act 1995
Triple: [Jobseeker’s Allowance, legalBasis, Jobseekers Act 1995]
Generated description
The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jobseekers Act 1995
Target entity description: The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
  • A. Labour Exchanges Act 1909
    The Labour Exchanges Act 1909 was a key piece of early 20th-century British social reform that created state-run employment offices to help match workers with available jobs and reduce unemployment.
  • B. Workforce Investment Act of 1998
    The Workforce Investment Act of 1998 is a U.S. federal law that overhauled and consolidated job training, adult education, and employment services into a coordinated workforce development system to better connect workers with employers.
  • C. Unemployment Insurance Act 1921
    The Unemployment Insurance Act 1921 was a UK law that amended and extended the existing unemployment benefits system established after World War I, tightening eligibility and adjusting contributions and payments in response to rising joblessness.
  • D. Comprehensive Employment and Training Act amendments
    The Comprehensive Employment and Training Act amendments were legislative updates in the 1970s that expanded and refined federal job training and employment programs for unemployed and disadvantaged workers in the United States.
  • E. Personal Responsibility and Work Opportunity Reconciliation Act of 1996
    The Personal Responsibility and Work Opportunity Reconciliation Act of 1996 is a landmark U.S. welfare reform law that overhauled federal assistance programs by imposing work requirements, time limits on benefits, and greater state control over welfare policy.
  • F. None of above. chosen

Provenance (5 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_69ab4ac558388190962492cd2e1b0ce6 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8b1bd348190a4be25caa82d2eb1 completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af909e02d0819082377681f4376531 completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af9359975c8190b76029f4555039f9 completed March 10, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69af941e2d588190a9754df030d25301 completed March 10, 2026, 3:46 a.m.
Created at: March 6, 2026, 9:50 p.m.