Triple

T1097348
Position Surface form Disambiguated ID Type / Status
Subject SSA E24298 entity
Predicate fundingSource P67 FINISHED
Object Self-Employment Contributions Act taxes
Self-Employment Contributions Act taxes are U.S. federal taxes paid by self-employed individuals to fund Social Security and Medicare programs.
E5806 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: Self-Employment Contributions Act taxes | Statement: [SSA, fundingSource, Self-Employment Contributions Act taxes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Self-Employment Contributions Act taxes
Context triple: [SSA, fundingSource, Self-Employment Contributions Act taxes]
  • A. 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.
  • B. 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.
  • C. Subtitle C – Employment Taxes
    Subtitle C – Employment Taxes is the portion of the U.S. Internal Revenue Code that governs federal employment-related taxes, including Social Security, Medicare, and federal income tax withholding obligations.
  • D. National Insurance contributions
    National Insurance contributions are mandatory payments made by workers and employers in the United Kingdom that help fund state benefits and public services, including healthcare and pensions.
  • E. 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.
  • 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: Self-Employment Contributions Act taxes
Triple: [SSA, fundingSource, Self-Employment Contributions Act taxes]
Generated description
Self-Employment Contributions Act taxes are U.S. federal taxes paid by self-employed individuals to fund Social Security and Medicare programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Self-Employment Contributions Act taxes
Target entity description: Self-Employment Contributions Act taxes are U.S. federal taxes paid by self-employed individuals to fund Social Security and Medicare programs.
  • A. Federal Insurance Contributions Act taxes chosen
    Federal Insurance Contributions Act taxes are U.S. payroll taxes imposed on employers and employees to finance Social Security and Medicare programs.
  • B. 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.
  • C. Subtitle C – Employment Taxes
    Subtitle C – Employment Taxes is the portion of the U.S. Internal Revenue Code that governs federal employment-related taxes, including Social Security, Medicare, and federal income tax withholding obligations.
  • D. National Insurance contributions
    National Insurance contributions are mandatory payments made by workers and employers in the United Kingdom that help fund state benefits and public services, including healthcare and pensions.
  • E. 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.
  • 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_69a4940542308190ac2a0b1f730b7cfc completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9a1d3108190b2a304fef429848d completed March 1, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c3bb31881908768a909ce56a95d completed March 7, 2026, 4:03 p.m.
NEDg Description generation batch_69ac5020f5748190b89c938240e63637 completed March 7, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ac50a982748190964d4fbef332baa5 completed March 7, 2026, 4:22 p.m.
Created at: March 1, 2026, 7:42 p.m.