Triple

T14584693
Position Surface form Disambiguated ID Type / Status
Subject American Recovery and Reinvestment Act of 2009 E342283 entity
Predicate containsProgram P17453 FINISHED
Object Making Work Pay tax credit
The Making Work Pay tax credit was a temporary U.S. federal income tax credit introduced during the late-2000s recession to boost workers’ take-home pay and stimulate consumer spending.
E1108242 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: Making Work Pay tax credit | Statement: [American Recovery and Reinvestment Act of 2009, containsProgram, Making Work Pay tax credit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Making Work Pay tax credit
Context triple: [American Recovery and Reinvestment Act of 2009, containsProgram, Making Work Pay tax credit]
  • A. 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Tax Credit was a UK government benefit that provided financial support to low-income workers before being largely superseded by Universal Credit.
  • B. Employee Retention Credit
    The Employee Retention Credit is a refundable federal tax credit designed to encourage businesses to keep employees on their payroll during the economic disruptions caused by the COVID-19 pandemic.
  • C. 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.
  • D. Work Opportunity Tax Credit program (policy and guidance)
    The Work Opportunity Tax Credit program is a federal tax incentive that encourages employers to hire individuals from targeted groups who face significant barriers to employment.
  • E. 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.
  • 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: Making Work Pay tax credit
Triple: [American Recovery and Reinvestment Act of 2009, containsProgram, Making Work Pay tax credit]
Generated description
The Making Work Pay tax credit was a temporary U.S. federal income tax credit introduced during the late-2000s recession to boost workers’ take-home pay and stimulate consumer spending.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Making Work Pay tax credit
Target entity description: The Making Work Pay tax credit was a temporary U.S. federal income tax credit introduced during the late-2000s recession to boost workers’ take-home pay and stimulate consumer spending.
  • A. 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.
  • B. Employee Retention Credit
    The Employee Retention Credit is a refundable federal tax credit designed to encourage businesses to keep employees on their payroll during the economic disruptions caused by the COVID-19 pandemic.
  • C. 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.
  • D. Work Opportunity Tax Credit program (policy and guidance)
    The Work Opportunity Tax Credit program is a federal tax incentive that encourages employers to hire individuals from targeted groups who face significant barriers to employment.
  • E. 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.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4209b988190ad2a7b2dead8ffed completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94bbe6208190af9cd131c147e321 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd984e0e6c819089d967234c5245ee completed May 8, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69fd98cf0bcc81909dac826a32daaf04 completed May 8, 2026, 8:03 a.m.
Created at: April 10, 2026, 1:24 a.m.