Triple

T1605558
Position Surface form Disambiguated ID Type / Status
Subject Social Security wage base limit E34495 entity
Predicate doesNotApplyTo P4300 FINISHED
Object Medicare payroll tax E5806 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: Medicare payroll tax | Statement: [Social Security wage base limit, doesNotApplyTo, Medicare payroll tax]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Medicare payroll tax
Context triple: [Social Security wage base limit, doesNotApplyTo, Medicare payroll tax]
  • 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. Medicare trust funds
    Medicare trust funds are federal financial accounts that collect dedicated revenues and disburse payments to support the Medicare program’s health coverage for eligible beneficiaries.
  • C. Medicare
    Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
  • D. 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.
  • E. Social Security Act amendments
    Social Security Act amendments are legislative changes enacted by the U.S. Congress over time to expand, modify, or refine the nation’s Social Security and related social insurance programs.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9096a165c8190aec1d2ae6bd10e18 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51bff1cc819082208a8a77fae631 completed March 8, 2026, 10:38 a.m.
Created at: March 4, 2026, 7:28 p.m.