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Tax Credit was a UK government benefit that provided financial support to low-income workers before being largely superseded by Universal Credit.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.