Triple

T2605983
Position Surface form Disambiguated ID Type / Status
Subject Personal Independence Payment E58658 entity
Predicate introducedInJurisdiction P18356 FINISHED
Object Welfare Reform Act 2012 E282245 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: Welfare Reform Act 2012 | Statement: [Personal Independence Payment, introducedInJurisdiction, Welfare Reform Act 2012]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Welfare Reform Act 2012
Context triple: [Personal Independence Payment, introducedInJurisdiction, Welfare Reform Act 2012]
  • A. Welfare Reform Act 2012 chosen
    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.
  • B. Health and Social Care Act 2012
    The Health and Social Care Act 2012 is a major UK law that overhauled the National Health Service in England, expanding competition, restructuring commissioning, and redistributing responsibilities among health bodies.
  • C. Public Welfare Amendments of 1962
    The Public Welfare Amendments of 1962 were a major U.S. federal law that reformed and expanded social welfare programs, particularly Aid to Families with Dependent Children, to emphasize social services and rehabilitation for recipients.
  • D. Hartz II
    Hartz II is a German labor market reform package introduced in the early 2000s that, among other measures, created new forms of marginal employment such as “Mini-jobs” and “Midi-jobs” to increase labor market flexibility.
  • E. Legal Aid, Sentencing and Punishment of Offenders Act 2012
    The Legal Aid, Sentencing and Punishment of Offenders Act 2012 is a major UK statute that overhauled the legal aid system, reformed sentencing, and introduced a range of criminal justice and civil justice changes.
  • 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: introducedInJurisdiction
Context triple: [Personal Independence Payment, introducedInJurisdiction, Welfare Reform Act 2012]
  • A. existsInJurisdiction
    Indicates that an entity is located within, falls under, or is subject to the authority of a particular legal or administrative jurisdiction.
  • B. definedJurisdictionOf
    Indicates that one entity formally establishes or specifies the scope, boundaries, or authority of another entity’s jurisdiction.
  • C. appliedInJurisdiction
    Indicates that a rule, decision, or action is put into effect or holds legal force within a specified jurisdiction.
  • D. countryOfJurisdiction
    Indicates the country whose legal authority or jurisdiction governs or applies to a given entity, action, or arrangement.
  • E. createdForJurisdiction chosen
    Indicates that something was created specifically to apply within, serve, or be used by a particular legal or geographic jurisdiction.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8def9bc8190b2e013abffc7b191 completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af907ebc348190b1556a2104cba6f1 completed March 10, 2026, 3:31 a.m.
PD Predicate disambiguation batch_69abd80ab7248190ba06ba14fe4c5638 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:49 p.m.