Triple

T9791204
Position Surface form Disambiguated ID Type / Status
Subject Paycheck Protection Program and Health Care Enhancement Act E237610 entity
Predicate fundsProgram P154 FINISHED
Object Paycheck Protection Program E821927 NE FINISHED

How this triple was built (3 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: Paycheck Protection Program | Statement: [Paycheck Protection Program and Health Care Enhancement Act, fundsProgram, Paycheck Protection Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paycheck Protection Program
Context triple: [Paycheck Protection Program and Health Care Enhancement Act, fundsProgram, Paycheck Protection Program]
  • A. Paycheck Protection Program chosen
    The Paycheck Protection Program was a U.S. federal loan initiative created during the COVID-19 pandemic to help small businesses keep workers employed by providing forgivable loans for payroll and certain other expenses.
  • B. Paycheck Protection Program and Health Care Enhancement Act
    The Paycheck Protection Program and Health Care Enhancement Act is a 2020 U.S. federal relief law that expanded small-business loan funding and increased support for hospitals and COVID-19 testing during the coronavirus pandemic.
  • C. 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.
  • D. U.S. Small Business Administration loan programs
    U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
  • E. Coronavirus Job Retention Scheme
    The Coronavirus Job Retention Scheme was a UK government furlough program introduced during the COVID-19 pandemic to subsidize employee wages and prevent mass unemployment.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: fundsProgram
Context triple: [Paycheck Protection Program and Health Care Enhancement Act, fundsProgram, Paycheck Protection Program]
  • A. fundingMeasure
    Indicates a relationship where one entity provides or allocates financial resources (funding) as a specific measure or action in support of another entity, project, or initiative.
  • B. funds chosen
    Indicates that one entity provides financial resources or monetary support to another entity or activity.
  • C. fundingComponent
    Indicates that one entity serves as a financial contributor or funding source for another entity or activity.
  • D. fundingFocus
    Indicates that one entity’s funding is directed toward or prioritized for a particular target, theme, or area of activity.
  • E. fundingContext
    Indicates the circumstances, purpose, or conditions under which funding is provided or used in a given relationship or action.
  • F. None of above.

Provenance (4 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda215b3108190a897552e1dc91cc4 completed April 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc4e30bc81909b1dce4a0cc69991 completed April 5, 2026, 2:43 a.m.
PD Predicate disambiguation batch_69cd03d77c6c81909b675955bf113320 completed April 1, 2026, 11:39 a.m.
Created at: March 30, 2026, 8:28 p.m.