Triple
T11864441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Welfare Reform Act 2012 |
E282245
|
entity |
| Predicate | consolidates |
P12293
|
FINISHED |
| Object | Income Support into Universal Credit |
E58657
|
NE FINISHED |
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: Income Support into Universal Credit | Statement: [Welfare Reform Act 2012, consolidates, Income Support into Universal Credit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Income Support into Universal Credit Context triple: [Welfare Reform Act 2012, consolidates, Income Support into Universal Credit]
-
A.
Universal Credit
chosen
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.
-
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.
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claimants) is a former main UK welfare payment that helped low-income tenants with their rent but has largely been superseded by Universal Credit for new working-age applicants.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab2945d081908a5851c916cbcfb5 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a73883508190a78b5f4ba4a220df |
completed | April 10, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f2819229ec81908a3bc5579d661c20 |
completed | April 29, 2026, 10:09 p.m. |
Created at: April 8, 2026, 9:43 p.m.