Triple
T2883848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Employment and Support Allowance |
E59459
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Incapacity Benefit
Incapacity Benefit was a UK social security payment that provided financial support to people who were unable to work due to illness or disability before being superseded by Employment and Support Allowance.
|
E308663
|
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: Incapacity Benefit | Statement: [Employment and Support Allowance, replaced, Incapacity Benefit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Incapacity Benefit Context triple: [Employment and Support Allowance, replaced, Incapacity Benefit]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Supplemental Security Income
Supplemental Security Income is a U.S. federal needs-based program that provides monthly cash benefits to low-income individuals who are aged, blind, or disabled.
-
E.
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.
- 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: Incapacity Benefit Triple: [Employment and Support Allowance, replaced, Incapacity Benefit]
Generated description
Incapacity Benefit was a UK social security payment that provided financial support to people who were unable to work due to illness or disability before being superseded by Employment and Support Allowance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Incapacity Benefit Target entity description: Incapacity Benefit was a UK social security payment that provided financial support to people who were unable to work due to illness or disability before being superseded by Employment and Support Allowance.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Supplemental Security Income
Supplemental Security Income is a U.S. federal needs-based program that provides monthly cash benefits to low-income individuals who are aged, blind, or disabled.
-
E.
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.
- 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_69ab4ac739188190a112f42a5a69c951 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abe02e0ec48190b969ed921d179560 |
completed | March 7, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0316c4fa481909cd5b26ec346d885 |
completed | March 10, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69b035ddda948190bb0e8a57b7314480 |
completed | March 10, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0396854808190946bd3f8d919b6cb |
completed | March 10, 2026, 3:31 p.m. |
Created at: March 6, 2026, 10:03 p.m.