Triple

T9650627
Position Surface form Disambiguated ID Type / Status
Subject Social Security Amendments of 1967 E233323 entity
Predicate changes P3939 FINISHED
Object Social Security benefit formulas E299664 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 benefit formulas | Statement: [Social Security Amendments of 1967, changes, Social Security benefit formulas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Social Security benefit formulas
Context triple: [Social Security Amendments of 1967, changes, Social Security benefit formulas]
  • A. Social Security retirement benefits chosen
    Social Security retirement benefits are monthly payments from the U.S. Social Security program that provide income to eligible workers and their dependents after the worker retires, based on their prior earnings and work history.
  • B. Social Security
    Social Security is a U.S. federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes.
  • C. 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.
  • D. Social Security Trust Funds
    The Social Security Trust Funds are federal accounts that hold and manage payroll tax revenues to finance Social Security retirement, disability, and survivors benefits in the United States.
  • E. social security administration
    The social security administration is a public system or authority that manages and delivers social insurance and welfare benefits such as pensions, disability support, and income security to eligible residents.
  • 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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9baf9a1c819098c407ea7d42e6d1 completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1826780fc81909c418e82bd94c581 completed April 4, 2026, 9:28 p.m.
Created at: March 30, 2026, 8:13 p.m.