Triple
T5314509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bereavement Support Payment |
E119113
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
Welfare Reform and Work Act 2016
The Welfare Reform and Work Act 2016 is a UK law that overhauled key aspects of the welfare system, including benefits, tax credits, and employment support, as part of broader government austerity and welfare reform measures.
|
E510411
|
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: Welfare Reform and Work Act 2016 | Statement: [Bereavement Support Payment, legalBasis, Welfare Reform and Work Act 2016]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Welfare Reform and Work Act 2016 Context triple: [Bereavement Support Payment, legalBasis, Welfare Reform and Work Act 2016]
-
A.
Welfare Reform Act 2012
The Welfare Reform Act 2012 is a major UK law that overhauled the welfare system, consolidating multiple benefits and tightening eligibility in an effort to reduce welfare spending and encourage employment.
-
B.
Welfare Reform Act 2007
The Welfare Reform Act 2007 is a UK law that overhauled the disability and incapacity benefits system, introducing Employment and Support Allowance and new work-focused requirements for claimants.
-
C.
Immigration Act 2016
The Immigration Act 2016 is a UK law that overhauled immigration enforcement and labour market regulation, including expanding powers to tackle illegal working and labour exploitation.
-
D.
Public Welfare Amendments of 1962
The Public Welfare Amendments of 1962 were a major U.S. federal law that reformed and expanded social welfare programs, particularly Aid to Families with Dependent Children, to emphasize social services and rehabilitation for recipients.
-
E.
Health and Social Care Act 2012
The Health and Social Care Act 2012 is a major UK law that overhauled the National Health Service in England, expanding competition, restructuring commissioning, and redistributing responsibilities among health bodies.
- 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: Welfare Reform and Work Act 2016 Triple: [Bereavement Support Payment, legalBasis, Welfare Reform and Work Act 2016]
Generated description
The Welfare Reform and Work Act 2016 is a UK law that overhauled key aspects of the welfare system, including benefits, tax credits, and employment support, as part of broader government austerity and welfare reform measures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Welfare Reform and Work Act 2016 Target entity description: The Welfare Reform and Work Act 2016 is a UK law that overhauled key aspects of the welfare system, including benefits, tax credits, and employment support, as part of broader government austerity and welfare reform measures.
-
A.
Welfare Reform Act 2012
The Welfare Reform Act 2012 is a major UK law that overhauled the welfare system, consolidating multiple benefits and tightening eligibility in an effort to reduce welfare spending and encourage employment.
-
B.
Welfare Reform Act 2007
The Welfare Reform Act 2007 is a UK law that overhauled the disability and incapacity benefits system, introducing Employment and Support Allowance and new work-focused requirements for claimants.
-
C.
Immigration Act 2016
The Immigration Act 2016 is a UK law that overhauled immigration enforcement and labour market regulation, including expanding powers to tackle illegal working and labour exploitation.
-
D.
Public Welfare Amendments of 1962
The Public Welfare Amendments of 1962 were a major U.S. federal law that reformed and expanded social welfare programs, particularly Aid to Families with Dependent Children, to emphasize social services and rehabilitation for recipients.
-
E.
Health and Social Care Act 2012
The Health and Social Care Act 2012 is a major UK law that overhauled the National Health Service in England, expanding competition, restructuring commissioning, and redistributing responsibilities among health bodies.
- 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_69bd446b57bc8190a513d2e6c40314f3 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd854d947081909e51b27e40940580 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf110ad9688190aa74122adb8ee52d |
completed | March 21, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_69bf11a601c481908a8cb6ea2c04d6df |
completed | March 21, 2026, 9:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf127799208190a47580ed7b9ad550 |
completed | March 21, 2026, 9:49 p.m. |
Created at: March 20, 2026, 1:54 p.m.