Triple
T35725334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 98-21 |
E1032596
|
entity |
| Predicate | introducedPayrollTaxChange |
P152700
|
FINISHED |
| Object | increased Social Security payroll tax rates |
—
|
LITERAL 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: increased Social Security payroll tax rates | Statement: [Public Law 98-21, introducedPayrollTaxChange, increased Social Security payroll tax rates]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: introducedPayrollTaxChange Context triple: [Public Law 98-21, introducedPayrollTaxChange, increased Social Security payroll tax rates]
-
A.
taxPolicyChange
chosen
Indicates a modification in governmental rules or rates governing how taxes are assessed, collected, or applied.
-
B.
proposedTaxPolicyChange
Indicates that an entity has put forward a modification or new approach to existing tax rules or structures for consideration or implementation.
-
C.
changesIndividualIncomeTaxBrackets
Indicates that an action or policy alters the structure or thresholds of individual income tax brackets.
-
D.
policyIntroduced
Indicates that a specific policy has been formally brought into effect or announced by an authority or organization.
-
E.
introducedTaxType
Indicates that an entity (such as a government or authority) has brought a particular type of tax into existence or put it into effect.
- F. None of above.
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_69f76e102b5881909e5d63a30a5cecbe |
completed | May 3, 2026, 3:47 p.m. |
| NER | Named-entity recognition | batch_69fe6fea4a288190bf8615c5d6bf41b4 |
completed | May 8, 2026, 11:21 p.m. |
| PD | Predicate disambiguation | batch_69fe6f774de08190975a2393b9a1fd22 |
completed | May 8, 2026, 11:19 p.m. |
Created at: May 3, 2026, 4:05 p.m.