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.