Triple

T2883848
Position Surface form Disambiguated ID Type / Status
Subject Employment and Support Allowance E59459 entity
Predicate replaced P101 FINISHED
Object Incapacity Benefit
Incapacity Benefit was a UK social security payment that provided financial support to people who were unable to work due to illness or disability before being superseded by Employment and Support Allowance.
E308663 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: Incapacity Benefit | Statement: [Employment and Support Allowance, replaced, Incapacity Benefit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Incapacity Benefit
Context triple: [Employment and Support Allowance, replaced, Incapacity Benefit]
  • A. 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.
  • B. Personal Independence Payment
    Personal Independence Payment is a UK welfare benefit that provides financial support to disabled people and those with long-term health conditions to help cover the extra costs of living with their impairments.
  • C. Carer’s Allowance
    Carer’s Allowance is a UK welfare benefit that provides financial support to people who spend a substantial amount of time caring for someone with significant disability or health needs.
  • D. 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.
  • E. 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.
  • 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: Incapacity Benefit
Triple: [Employment and Support Allowance, replaced, Incapacity Benefit]
Generated description
Incapacity Benefit was a UK social security payment that provided financial support to people who were unable to work due to illness or disability before being superseded by Employment and Support Allowance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Incapacity Benefit
Target entity description: Incapacity Benefit was a UK social security payment that provided financial support to people who were unable to work due to illness or disability before being superseded by Employment and Support Allowance.
  • A. 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.
  • B. Personal Independence Payment
    Personal Independence Payment is a UK welfare benefit that provides financial support to disabled people and those with long-term health conditions to help cover the extra costs of living with their impairments.
  • C. Carer’s Allowance
    Carer’s Allowance is a UK welfare benefit that provides financial support to people who spend a substantial amount of time caring for someone with significant disability or health needs.
  • D. 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.
  • E. 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.
  • 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_69ab4ac739188190a112f42a5a69c951 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abe02e0ec48190b969ed921d179560 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0316c4fa481909cd5b26ec346d885 completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b035ddda948190bb0e8a57b7314480 completed March 10, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69b0396854808190946bd3f8d919b6cb completed March 10, 2026, 3:31 p.m.
Created at: March 6, 2026, 10:03 p.m.