Triple

T193539
Position Surface form Disambiguated ID Type / Status
Subject Social Security Administration E3769 entity
Predicate isFinancedBy P67 FINISHED
Object Self-Employment Contributions Act taxes
Self-Employment Contributions Act taxes are U.S. federal levies on self-employment income that fund Social Security and Medicare benefits for self-employed individuals.
 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: [Social Security Administration, isFinancedBy, 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: [Social Security Administration, isFinancedBy, 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. 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.
  • C. Small Business/Self-Employed Division
    The Small Business/Self-Employed Division is the branch of the IRS responsible for administering tax laws, compliance, and services for small business owners and self-employed individuals in the United States.
  • D. Internal Revenue Code
    The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
  • E. Revenue Act of 1935
    The Revenue Act of 1935 was a New Deal-era U.S. federal law that significantly increased taxes on high incomes, large inheritances, and corporate profits in an effort to redistribute wealth during the Great Depression.
  • 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: [Social Security Administration, isFinancedBy, Self-Employment Contributions Act taxes]
Generated description
Self-Employment Contributions Act taxes are U.S. federal levies on self-employment income that fund Social Security and Medicare benefits for self-employed individuals.
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 levies on self-employment income that fund Social Security and Medicare benefits for self-employed individuals.
  • 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. 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.
  • C. Small Business/Self-Employed Division
    The Small Business/Self-Employed Division is the branch of the IRS responsible for administering tax laws, compliance, and services for small business owners and self-employed individuals in the United States.
  • D. Internal Revenue Code
    The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
  • E. Revenue Act of 1935
    The Revenue Act of 1935 was a New Deal-era U.S. federal law that significantly increased taxes on high incomes, large inheritances, and corporate profits in an effort to redistribute wealth during the Great Depression.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a25bc96aa081908ef74c9827c9aa48 completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a30cc7d0b88190a6a7b8679af27cc5 completed Feb. 28, 2026, 3:42 p.m.
NEDg Description generation batch_69a30d4e2e2c8190adeca3f64769f43b completed Feb. 28, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_69a30dbbb958819088794889968f1a0c completed Feb. 28, 2026, 3:46 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.