Triple

T22138080
Position Surface form Disambiguated ID Type / Status
Subject Whitewater controversy E547083 entity
Predicate involves P1256 FINISHED
Object Madison Guaranty Savings and Loan — NE NERFINISHED

How this triple was built (3 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: Madison Guaranty Savings and Loan | Statement: [Whitewater controversy, involves, Madison Guaranty Savings and Loan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madison Guaranty Savings and Loan
Context triple: [Whitewater controversy, involves, Madison Guaranty Savings and Loan]
  • A. Great Western Savings & Loan
    Great Western Savings & Loan was a major California-based savings and loan institution known for its extensive branch network and high-profile sports and entertainment sponsorships.
  • B. Home Savings and Loan Association
    Home Savings and Loan Association was a major California-based savings and loan institution that grew into one of the largest thrift banks in the United States during the mid-20th century.
  • C. Third National Bank
    Third National Bank was a predecessor financial institution that eventually became part of what is now known as Fifth Third Bank.
  • D. Silverado Savings and Loan
    Silverado Savings and Loan was a U.S. savings and loan institution that became notorious for its failure and role in the late-1980s savings and loan crisis, drawing additional attention due to the involvement of Neil Bush on its board.
  • E. Federal Savings and Loan Insurance Corporation
    The Federal Savings and Loan Insurance Corporation was a former U.S. government agency that insured deposits in savings and loan institutions until its dissolution following the savings and loan crisis of the 1980s.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madison Guaranty Savings and Loan
Target entity description: Madison Guaranty Savings and Loan was an Arkansas savings and loan association at the center of the Whitewater real estate and political scandal involving Bill and Hillary Clinton.
  • A. Great Western Savings & Loan
    Great Western Savings & Loan was a major California-based savings and loan institution known for its extensive branch network and high-profile sports and entertainment sponsorships.
  • B. Home Savings and Loan Association
    Home Savings and Loan Association was a major California-based savings and loan institution that grew into one of the largest thrift banks in the United States during the mid-20th century.
  • C. Third National Bank
    Third National Bank was a predecessor financial institution that eventually became part of what is now known as Fifth Third Bank.
  • D. Silverado Savings and Loan
    Silverado Savings and Loan was a U.S. savings and loan institution that became notorious for its failure and role in the late-1980s savings and loan crisis, drawing additional attention due to the involvement of Neil Bush on its board.
  • E. Federal Savings and Loan Insurance Corporation
    The Federal Savings and Loan Insurance Corporation was a former U.S. government agency that insured deposits in savings and loan institutions until its dissolution following the savings and loan crisis of the 1980s.
  • F. None of above. chosen

Provenance (2 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_69e11e3a95d88190a3bd80d9471976c3 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129bb78bc8190b74af3a5f6a5348f completed April 28, 2026, 9:42 p.m.
Created at: April 16, 2026, 8:32 p.m.