Triple

T468905
Position Surface form Disambiguated ID Type / Status
Subject Department for Work and Pensions E8509 entity
Predicate responsibleFor P636 FINISHED
Object 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.
E58657 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: Universal Credit | Statement: [Department for Work and Pensions, responsibleFor, Universal Credit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Universal Credit
Context triple: [Department for Work and Pensions, responsibleFor, Universal Credit]
  • A. Department for Work and Pensions
    The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
  • B. National Assistance Act 1948
    The National Assistance Act 1948 was a key piece of postwar British welfare legislation that abolished the Poor Law and established a modern safety net of means-tested support for people not covered by national insurance.
  • C. Supplemental Security Income
    Supplemental Security Income is a U.S. federal needs-based program that provides monthly cash benefits to low-income individuals who are aged, blind, or disabled.
  • D. National Insurance contributions
    National Insurance contributions are mandatory payments made by workers and employers in the United Kingdom that help fund state benefits and public services, including healthcare and pensions.
  • E. Social Security Board
    The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
  • 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: Universal Credit
Triple: [Department for Work and Pensions, responsibleFor, Universal Credit]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Universal Credit
Target entity description: 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.
  • A. Department for Work and Pensions
    The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
  • B. National Assistance Act 1948
    The National Assistance Act 1948 was a key piece of postwar British welfare legislation that abolished the Poor Law and established a modern safety net of means-tested support for people not covered by national insurance.
  • C. Supplemental Security Income
    Supplemental Security Income is a U.S. federal needs-based program that provides monthly cash benefits to low-income individuals who are aged, blind, or disabled.
  • D. National Insurance contributions
    National Insurance contributions are mandatory payments made by workers and employers in the United Kingdom that help fund state benefits and public services, including healthcare and pensions.
  • E. Social Security Board
    The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
  • 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_69a2e7f3aeb48190a19453e3a043f486 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efee0ea0819099d87f3727c03bc7 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69a45803a8c081908e5f5a03f462cd2e completed March 1, 2026, 3:15 p.m.
NEDg Description generation batch_69a45d6f45a0819099ced2dc87124c2c completed March 1, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69a45e24f1308190b852050d56348f57 completed March 1, 2026, 3:41 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.