Triple

T11825764
Position Surface form Disambiguated ID Type / Status
Subject Universal Credit E281256 entity
Predicate replaces P101 FINISHED
Object Housing Benefit (for most new working-age claimants)
Housing Benefit (for most new working-age claimants) is a former main UK welfare payment that helped low-income tenants with their rent but has largely been superseded by Universal Credit for new working-age applicants.
E948539 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: Housing Benefit (for most new working-age claimants) | Statement: [Universal Credit, replaces, Housing Benefit (for most new working-age claimants)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Housing Benefit (for most new working-age claimants)
Context triple: [Universal Credit, replaces, Housing Benefit (for most new working-age claimants)]
  • 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. Employment and Support Allowance
    Employment and Support Allowance is a UK social security benefit that provides financial support and work-related assistance to people whose ability to work is limited by illness or disability.
  • C. Jobseeker’s Allowance
    Jobseeker’s Allowance is a UK welfare benefit that provides financial support to people who are unemployed and actively looking for work.
  • D. Disability Living Allowance
    Disability Living Allowance is a UK social security benefit that provided financial support to disabled people with care and mobility needs, largely replaced for working-age adults by Personal Independence Payment.
  • E. Hartz IV unemployment benefit
    Hartz IV unemployment benefit was a German welfare reform program that combined unemployment assistance and social welfare into a single means-tested system, significantly reshaping the country’s labor and social security landscape.
  • 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: Housing Benefit (for most new working-age claimants)
Triple: [Universal Credit, replaces, Housing Benefit (for most new working-age claimants)]
Generated description
Housing Benefit (for most new working-age claimants) is a former main UK welfare payment that helped low-income tenants with their rent but has largely been superseded by Universal Credit for new working-age applicants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Housing Benefit (for most new working-age claimants)
Target entity description: Housing Benefit (for most new working-age claimants) is a former main UK welfare payment that helped low-income tenants with their rent but has largely been superseded by Universal Credit for new working-age applicants.
  • 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. Employment and Support Allowance
    Employment and Support Allowance is a UK social security benefit that provides financial support and work-related assistance to people whose ability to work is limited by illness or disability.
  • C. Jobseeker’s Allowance
    Jobseeker’s Allowance is a UK welfare benefit that provides financial support to people who are unemployed and actively looking for work.
  • D. Disability Living Allowance
    Disability Living Allowance is a UK social security benefit that provided financial support to disabled people with care and mobility needs, largely replaced for working-age adults by Personal Independence Payment.
  • E. Hartz IV unemployment benefit
    Hartz IV unemployment benefit was a German welfare reform program that combined unemployment assistance and social welfare into a single means-tested system, significantly reshaping the country’s labor and social security landscape.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5eb299481909de3c0e85628fbe4 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f132062b108190ad33656c386ee603 completed April 28, 2026, 10:17 p.m.
NEDg Description generation batch_69f14e8ada3481908ec456c41827160c completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f1571e4ba08190824db812ffc5f35a completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:43 p.m.