Triple

T10198516
Position Surface form Disambiguated ID Type / Status
Subject Families First Coronavirus Response Act E238824 entity
Predicate containsTitle P3254 FINISHED
Object Tax Credits for Paid Sick and Paid Family and Medical Leave
Tax Credits for Paid Sick and Paid Family and Medical Leave are federal tax incentives created during the COVID-19 pandemic to reimburse eligible employers for providing paid sick leave and expanded family and medical leave to their employees.
E238824 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: Tax Credits for Paid Sick and Paid Family and Medical Leave | Statement: [Families First Coronavirus Response Act, containsTitle, Tax Credits for Paid Sick and Paid Family and Medical Leave]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tax Credits for Paid Sick and Paid Family and Medical Leave
Context triple: [Families First Coronavirus Response Act, containsTitle, Tax Credits for Paid Sick and Paid Family and Medical Leave]
  • A. California Paid Family Leave program
    The California Paid Family Leave program is a state-run wage replacement benefit that allows eligible workers to take partially paid time off to bond with a new child or care for a seriously ill family member.
  • 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. Families First Coronavirus Response Act
    The Families First Coronavirus Response Act is a U.S. federal law enacted in March 2020 that provided emergency paid sick leave, expanded family and medical leave, free COVID-19 testing, and increased funding for food assistance and unemployment programs in response to the COVID-19 pandemic.
  • D. 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.
  • E. United States federal COVID-19 relief packages
    The United States federal COVID-19 relief packages were a series of large-scale legislative measures providing economic aid, public health funding, and financial support to individuals, businesses, and institutions during the COVID-19 pandemic.
  • 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: Tax Credits for Paid Sick and Paid Family and Medical Leave
Triple: [Families First Coronavirus Response Act, containsTitle, Tax Credits for Paid Sick and Paid Family and Medical Leave]
Generated description
Tax Credits for Paid Sick and Paid Family and Medical Leave are federal tax incentives created during the COVID-19 pandemic to reimburse eligible employers for providing paid sick leave and expanded family and medical leave to their employees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tax Credits for Paid Sick and Paid Family and Medical Leave
Target entity description: Tax Credits for Paid Sick and Paid Family and Medical Leave are federal tax incentives created during the COVID-19 pandemic to reimburse eligible employers for providing paid sick leave and expanded family and medical leave to their employees.
  • A. California Paid Family Leave program
    The California Paid Family Leave program is a state-run wage replacement benefit that allows eligible workers to take partially paid time off to bond with a new child or care for a seriously ill family member.
  • 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. Families First Coronavirus Response Act chosen
    The Families First Coronavirus Response Act is a U.S. federal law enacted in March 2020 that provided emergency paid sick leave, expanded family and medical leave, free COVID-19 testing, and increased funding for food assistance and unemployment programs in response to the COVID-19 pandemic.
  • D. 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.
  • E. United States federal COVID-19 relief packages
    The United States federal COVID-19 relief packages were a series of large-scale legislative measures providing economic aid, public health funding, and financial support to individuals, businesses, and institutions during the COVID-19 pandemic.
  • F. None of above.

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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee3c44408190b09fa41f2d257c04 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317eca3f88190a47009be6f96977e completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d319cb6e8c8190926bacedd18f5ded completed April 6, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69d31a5417f48190ac4449b44b555320 completed April 6, 2026, 2:28 a.m.
Created at: March 30, 2026, 9:14 p.m.