Triple
T2605911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal Credit |
E58657
|
entity |
| Predicate | replaces |
P101
|
FINISHED |
| Object |
Working Tax Credit
Working Tax Credit was a UK government benefit that provided financial support to low-income workers before being largely superseded by Universal Credit.
|
E282244
|
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: Working Tax Credit | Statement: [Universal Credit, replaces, Working Tax Credit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Working Tax Credit Context triple: [Universal Credit, replaces, Working Tax Credit]
-
A.
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.
-
B.
Child Tax Credit
The Child Tax Credit is a U.S. federal tax benefit that reduces the income tax burden for eligible families by providing a per-child credit for qualifying dependent children.
-
C.
Federal Insurance Contributions Act taxes
Federal Insurance Contributions Act taxes are U.S. payroll taxes imposed on employers and employees to finance Social Security and Medicare programs.
-
D.
Additional Child Tax Credit
The Additional Child Tax Credit is a refundable U.S. federal income tax credit that allows eligible low- and moderate-income families to receive a refund based on the Child Tax Credit even if they owe little or no income tax.
-
E.
Federal Unemployment Tax Act
The Federal Unemployment Tax Act is a U.S. federal law that imposes a payroll tax on employers to fund state workforce agencies and provide unemployment compensation to eligible workers who lose their jobs.
- 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: Working Tax Credit Triple: [Universal Credit, replaces, Working Tax Credit]
Generated description
Working Tax Credit was a UK government benefit that provided financial support to low-income workers before being largely superseded by Universal Credit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Working Tax Credit Target entity description: Working Tax Credit was a UK government benefit that provided financial support to low-income workers before being largely superseded by Universal Credit.
-
A.
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.
-
B.
Child Tax Credit
The Child Tax Credit is a U.S. federal tax benefit that reduces the income tax burden for eligible families by providing a per-child credit for qualifying dependent children.
-
C.
Federal Insurance Contributions Act taxes
Federal Insurance Contributions Act taxes are U.S. payroll taxes imposed on employers and employees to finance Social Security and Medicare programs.
-
D.
Additional Child Tax Credit
The Additional Child Tax Credit is a refundable U.S. federal income tax credit that allows eligible low- and moderate-income families to receive a refund based on the Child Tax Credit even if they owe little or no income tax.
-
E.
Federal Unemployment Tax Act
The Federal Unemployment Tax Act is a U.S. federal law that imposes a payroll tax on employers to fund state workforce agencies and provide unemployment compensation to eligible workers who lose their jobs.
- 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_69abd864958c8190b3ad6123f1ac78ca |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83de926c81909e45160f9fc78799 |
completed | March 10, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69af8501adc4819092035d7e55524fc8 |
completed | March 10, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af85a6060c8190a80d5633d1b8a9d5 |
completed | March 10, 2026, 2:44 a.m. |
Created at: March 6, 2026, 9:49 p.m.