Triple

T2605997
Position Surface form Disambiguated ID Type / Status
Subject Personal Independence Payment E58658 entity
Predicate relatedBenefit P41192 FINISHED
Object Attendance Allowance
Attendance Allowance is a UK welfare benefit that provides financial support to people over State Pension age who need help with personal care due to illness or disability.
 E282247 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: Attendance Allowance | Statement: [Personal Independence Payment, relatedBenefit, Attendance Allowance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Attendance Allowance
Context triple: [Personal Independence Payment, relatedBenefit, Attendance Allowance]
  • A. Maternity Allowance
    Maternity Allowance is a UK social security benefit that provides financial support to pregnant women and new mothers who do not qualify for statutory maternity pay, typically based on their recent work and National Insurance record.
  • B. 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.
  • C. Community Eligibility Provision
    The Community Eligibility Provision is a federal program that allows eligible high-poverty schools and districts in the United States to offer free breakfast and lunch to all enrolled students without collecting individual household applications.
  • D. 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.
  • E. 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.
  • 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: Attendance Allowance
Triple: [Personal Independence Payment, relatedBenefit, Attendance Allowance]
Generated description
Attendance Allowance is a UK welfare benefit that provides financial support to people over State Pension age who need help with personal care due to illness or disability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Attendance Allowance
Target entity description: Attendance Allowance is a UK welfare benefit that provides financial support to people over State Pension age who need help with personal care due to illness or disability.
  • A. Maternity Allowance
    Maternity Allowance is a UK social security benefit that provides financial support to pregnant women and new mothers who do not qualify for statutory maternity pay, typically based on their recent work and National Insurance record.
  • B. 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.
  • C. Community Eligibility Provision
    The Community Eligibility Provision is a federal program that allows eligible high-poverty schools and districts in the United States to offer free breakfast and lunch to all enrolled students without collecting individual household applications.
  • D. 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.
  • E. 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.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abdd1ca0248190aa15f80b2798524e completed March 7, 2026, 8:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83de926c81909e45160f9fc78799 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af8501adc4819092035d7e55524fc8 completed March 10, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69af85a6060c8190a80d5633d1b8a9d5 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.