Triple

T2605996
Position Surface form Disambiguated ID Type / Status
Subject Personal Independence Payment E58658 entity
Predicate relatedBenefit P41192 FINISHED
Object 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.
E283935 NE FINISHED

How this triple was built (5 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: Disability Living Allowance | Statement: [Personal Independence Payment, relatedBenefit, Disability Living Allowance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Disability Living Allowance
Context triple: [Personal Independence Payment, relatedBenefit, Disability Living Allowance]
  • A. 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.
  • 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. 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.
  • E. 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.
  • 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: Disability Living Allowance
Triple: [Personal Independence Payment, relatedBenefit, Disability Living Allowance]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Disability Living Allowance
Target entity description: 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.
  • A. 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.
  • 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. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: relatedBenefit
Context triple: [Personal Independence Payment, relatedBenefit, Disability Living Allowance]
  • A. primaryBenefit
    Indicates that one entity serves as the main or most important advantage, gain, or positive outcome associated with another entity.
  • B. exclusiveBenefit
    Indicates that a benefit is provided to one party or group in a way that excludes others from receiving the same advantage.
  • C. benefits
    Indicates that one entity gains an advantage, improvement, or positive outcome as a result of another entity or action.
  • D. relatedService
    Indicates that one service is connected or associated with another service in a relevant or dependent way.
  • E. benefitsCause
    Indicates that one entity gains an advantage, improvement, or positive outcome as a result of another entity or cause.
  • F. None of above. chosen

Provenance (7 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.
NEDg Description generation batch_69af90f63dac8190b3282b5029d22fab completed March 10, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69af918e7b50819082f37f9cdb3271a2 completed March 10, 2026, 3:35 a.m.
PD Predicate disambiguation batch_69abd80ab7248190ba06ba14fe4c5638 completed March 7, 2026, 7:47 a.m.
PDg Predicate description generation batch_69abd8dd05c48190b4f90031642c4091 completed March 7, 2026, 7:50 a.m.
Created at: March 6, 2026, 9:49 p.m.