Triple

T11864442
Position Surface form Disambiguated ID Type / Status
Subject Welfare Reform Act 2012 E282245 entity
Predicate consolidates P12293 FINISHED
Object Working Tax Credit into Universal Credit E282244 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: Working Tax Credit into Universal Credit | Statement: [Welfare Reform Act 2012, consolidates, Working Tax Credit into Universal Credit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Working Tax Credit into Universal Credit
Context triple: [Welfare Reform Act 2012, consolidates, Working Tax Credit into Universal Credit]
  • A. Universal Credit
    Universal Credit is a UK welfare benefit that combines several means-tested payments into a single monthly payment for people on low incomes or out of work.
  • B. Working Tax Credit chosen
    Working Tax Credit was a UK government benefit that provided financial support to low-income workers before being largely superseded by Universal Credit.
  • C. Welfare Reform and Work Act 2016
    The Welfare Reform and Work Act 2016 is a UK law that overhauled key aspects of the welfare system, including benefits, tax credits, and employment support, as part of broader government austerity and welfare reform measures.
  • D. The Elasticity of Taxable Income: Evidence and Implications
    "The Elasticity of Taxable Income: Evidence and Implications" is a highly influential economics paper by Emmanuel Saez that analyzes how taxpayers respond to changes in marginal tax rates and draws policy conclusions for optimal tax design.
  • E. Welfare Reform Act 2012
    The Welfare Reform Act 2012 is a major UK law that overhauled the welfare system, consolidating multiple benefits and tightening eligibility in an effort to reduce welfare spending and encourage employment.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a73883508190a78b5f4ba4a220df completed April 10, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69f2819229ec81908a3bc5579d661c20 completed April 29, 2026, 10:09 p.m.
Created at: April 8, 2026, 9:43 p.m.