Triple

T20706256
Position Surface form Disambiguated ID Type / Status
Subject Social Security Administration E508909 entity
Predicate fundingSource P67 FINISHED
Object Self-Employment Contributions Act taxes
Self-Employment Contributions Act taxes are U.S. federal payroll 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: [Social Security Administration, 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: [Social Security Administration, 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. Self-Employment Income Support Scheme
    The Self-Employment Income Support Scheme was a UK government program that provided taxable grants to self-employed individuals whose businesses were adversely affected by the COVID-19 pandemic.
  • E. 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.
  • 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, fundingSource, Self-Employment Contributions Act taxes]
Generated description
Self-Employment Contributions Act taxes are U.S. federal payroll 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 payroll 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. Self-Employment Income Support Scheme
    The Self-Employment Income Support Scheme was a UK government program that provided taxable grants to self-employed individuals whose businesses were adversely affected by the COVID-19 pandemic.
  • E. 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.
  • 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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c18fc8ec8190b020d540ae334c16 completed April 21, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7f268688190a21d24d474c6a0c2 completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08da96db5c8190a6ebcb02dac005ae completed May 16, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_6a08db03b1008190893b27189731e134 completed May 16, 2026, 9 p.m.
Created at: April 16, 2026, 12:13 p.m.