Triple
T263640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Insurance Contributions Act taxes |
E5806
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Social Security tax
Social Security tax is a U.S. payroll tax that funds the Social Security program, providing retirement, disability, and survivors benefits to eligible workers and their families.
|
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: Social Security tax | Statement: [Federal Insurance Contributions Act taxes, component, Social Security tax]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Security tax Context triple: [Federal Insurance Contributions Act taxes, component, Social Security tax]
-
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.
Social Security wage base limit
The Social Security wage base limit is the maximum annual amount of a worker’s earnings that is subject to Social Security payroll taxes, above which no additional Social Security tax is owed.
-
C.
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.
-
D.
United States Social Security system
The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their families.
-
E.
Social Security number
A Social Security number is a unique nine-digit identifier issued to U.S. residents primarily for tracking earnings and determining eligibility for government benefits, and widely used for identification in financial and legal contexts.
- 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: Social Security tax Triple: [Federal Insurance Contributions Act taxes, component, Social Security tax]
Generated description
Social Security tax is a U.S. payroll tax that funds the Social Security program, providing retirement, disability, and survivors benefits to eligible workers and their families.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Security tax Target entity description: Social Security tax is a U.S. payroll tax that funds the Social Security program, providing retirement, disability, and survivors benefits to eligible workers and their families.
-
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.
Social Security wage base limit
The Social Security wage base limit is the maximum annual amount of a worker’s earnings that is subject to Social Security payroll taxes, above which no additional Social Security tax is owed.
-
C.
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.
-
D.
United States Social Security system
The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their families.
-
E.
Social Security number
A Social Security number is a unique nine-digit identifier issued to U.S. residents primarily for tracking earnings and determining eligibility for government benefits, and widely used for identification in financial and legal contexts.
- 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_69a258dd8ea08190ac554a1cc8dfd8c3 |
completed | Feb. 28, 2026, 2:54 a.m. |
| NER | Named-entity recognition | batch_69a25d8e809881908a58c9a4e3ba07c3 |
completed | Feb. 28, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a38b8e36b481909f9a039236e663df |
completed | March 1, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69a38bf7a0008190ba086ca136571c1f |
completed | March 1, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38c4691688190a552e40747baa464 |
completed | March 1, 2026, 12:45 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.