Triple
T20317343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Welfare Reform and Work Act 2016 |
E510411
|
entity |
| Predicate | reforms |
P772
|
FINISHED |
| Object | Employment and Support Allowance |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Welfare Reform and Work Act 2016, reforms, Employment and Support Allowance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Employment and Support Allowance Context triple: [Welfare Reform and Work Act 2016, reforms, 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.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4c7491c8190961113c4283b10b0 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e67788ca3c8190a3496fd54a5870d6 |
completed | April 20, 2026, 6:59 p.m. |
Created at: April 16, 2026, 11:19 a.m.