Triple

T1097371
Position Surface form Disambiguated ID Type / Status
Subject Social Security Disability Insurance E24299 entity
Predicate fundingSource P67 FINISHED
Object Self-Employment Contributions Act taxes
Self-Employment Contributions Act taxes are U.S. federal self-employment taxes that require individuals who work for themselves to pay both the employer and employee portions of Social Security and Medicare contributions.
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 Disability Insurance, 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 Disability Insurance, 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: [Social Security Disability Insurance, fundingSource, Self-Employment Contributions Act taxes]
Generated description
Self-Employment Contributions Act taxes are U.S. federal self-employment taxes that require individuals who work for themselves to pay both the employer and employee portions of Social Security and Medicare contributions.
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 self-employment taxes that require individuals who work for themselves to pay both the employer and employee portions of Social Security and Medicare contributions.
  • 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_69ac538ee1ec8190b704bb8414fa0cef completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac54426e3c8190af166a54af44e210 completed March 7, 2026, 4:37 p.m.
NED2 Entity disambiguation (via description) batch_69ac54bb7b148190ba1c8ab2202cf429 completed March 7, 2026, 4:39 p.m.
Created at: March 1, 2026, 7:42 p.m.