Triple
T13414234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Social Security Amendments of 1977 |
E313167
|
entity |
| Predicate | changed |
P4421
|
FINISHED |
| Object | Social Security payroll tax schedule |
E34495
|
NE FINISHED |
How this triple was built (2 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 payroll tax schedule | Statement: [Social Security Amendments of 1977, changed, Social Security payroll tax schedule]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Security payroll tax schedule Context triple: [Social Security Amendments of 1977, changed, Social Security payroll tax schedule]
-
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
chosen
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.
PAYGO
PAYGO is a U.S. federal budget rule that requires new spending or tax changes to be offset so they do not increase the federal deficit.
-
D.
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.
-
E.
Ley del Seguro Social
La Ley del Seguro Social es la normativa mexicana que regula el sistema de seguridad social, estableciendo las bases para la protección en materia de salud, pensiones y prestaciones sociales de los trabajadores y sus familias.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaeb556948190af008c88e5bbf051 |
completed | April 12, 2026, 2:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7308095548190afb659b84f2775f2 |
completed | May 3, 2026, 11:24 a.m. |
Created at: April 9, 2026, 9:39 p.m.