Triple
T2606121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cold Weather Payment |
E58661
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E283936
|
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: Income Support | Statement: [Cold Weather Payment, relatedTo, Income Support]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Income Support Context triple: [Cold Weather Payment, relatedTo, Income Support]
-
A.
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.
-
B.
Earned Income Tax Credit
The Earned Income Tax Credit is a refundable federal tax credit in the United States that supplements the wages of low- to moderate-income workers, particularly those with children, to reduce poverty and encourage employment.
-
C.
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.
-
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.
Aid to Dependent Children
Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
- 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: Income Support Triple: [Cold Weather Payment, relatedTo, Income Support]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Income Support Target entity description: 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.
-
A.
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.
-
B.
Earned Income Tax Credit
The Earned Income Tax Credit is a refundable federal tax credit in the United States that supplements the wages of low- to moderate-income workers, particularly those with children, to reduce poverty and encourage employment.
-
C.
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.
-
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.
Aid to Dependent Children
Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
- 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_69ab4ac3523881909679750c9f8c2dec |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd865c9908190be7e1b572a43972f |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af907ebc348190b1556a2104cba6f1 |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af90f63dac8190b3282b5029d22fab |
completed | March 10, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af918e7b50819082f37f9cdb3271a2 |
completed | March 10, 2026, 3:35 a.m. |
Created at: March 6, 2026, 9:49 p.m.