Triple
T468907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department for Work and Pensions |
E8509
|
entity |
| Predicate | responsibleFor |
P636
|
FINISHED |
| Object |
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.
|
E59459
|
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: Employment and Support Allowance | Statement: [Department for Work and Pensions, responsibleFor, Employment and Support Allowance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Employment and Support Allowance Context triple: [Department for Work and Pensions, responsibleFor, Employment and Support Allowance]
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
Pension Credit
Pension Credit is a UK means-tested benefit that tops up the income of low-income pensioners to help ensure a minimum standard of living in retirement.
- 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: Employment and Support Allowance Triple: [Department for Work and Pensions, responsibleFor, Employment and Support Allowance]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Employment and Support Allowance Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
Pension Credit
Pension Credit is a UK means-tested benefit that tops up the income of low-income pensioners to help ensure a minimum standard of living in retirement.
- 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_69a467ff6db08190837d5f0cfa2946e9 |
completed | March 1, 2026, 4:23 p.m. |
| NEDg | Description generation | batch_69a4688a2cbc8190a2110fcd32b63f19 |
completed | March 1, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a468dfc120819098e9f66c8193a20f |
completed | March 1, 2026, 4:27 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.