Triple
T12903297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Work-Related Activity Group |
E308664
|
entity |
| Predicate | appliesToBenefit |
P101952
|
FINISHED |
| Object | income-related Employment and Support Allowance |
E59459
|
NE FINISHED |
How this triple was built (3 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: income-related Employment and Support Allowance | Statement: [Work-Related Activity Group, appliesToBenefit, income-related Employment and Support Allowance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: income-related Employment and Support Allowance Context triple: [Work-Related Activity Group, appliesToBenefit, income-related Employment and Support Allowance]
-
A.
Employment and Support Allowance
chosen
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.
-
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.
Income Support
Income Support is a means-tested UK welfare benefit that provides financial assistance to people on low incomes who are not required to be available for full-time work.
-
D.
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claimants) is a former main UK welfare payment that helped low-income tenants with their rent but has largely been superseded by Universal Credit for new working-age applicants.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: appliesToBenefit Context triple: [Work-Related Activity Group, appliesToBenefit, income-related Employment and Support Allowance]
-
A.
benefitAppliesTo
chosen
Indicates that a particular benefit is applicable to, or valid for, a specified entity or context.
-
B.
hasBenefit
Indicates that one entity provides an advantage, improvement, or positive outcome to another entity.
-
C.
benefitAvailableAt
Indicates that a particular benefit can be obtained, accessed, or used at a specified location, time, or context.
-
D.
hasBenefitType
Indicates that an entity is associated with a specific category or type of benefit it provides or receives.
-
E.
criterionForBenefits
Indicates that something serves as a condition or standard that must be met in order for an entity to receive certain benefits.
- F. None of above.
Provenance (4 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_69d7bdf92b588190acdf2a2291ac4590 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d971820e008190bf8bc7c392c8bcbb |
completed | April 10, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a563a84c8190a75d830653661518 |
completed | May 3, 2026, 1:31 a.m. |
| PD | Predicate disambiguation | batch_69d96fa776648190b9b5c30722ea50b6 |
completed | April 10, 2026, 9:46 p.m. |
Created at: April 9, 2026, 5:40 p.m.