Triple

T9473063
Position Surface form Disambiguated ID Type / Status
Subject Timothy Geithner E228440 entity
Predicate oversawProgram P11213 FINISHED
Object Public-Private Investment Program (PPIP) E383982 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: Public-Private Investment Program (PPIP) | Statement: [Timothy Geithner, oversawProgram, Public-Private Investment Program (PPIP)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public-Private Investment Program (PPIP)
Context triple: [Timothy Geithner, oversawProgram, Public-Private Investment Program (PPIP)]
  • A. Troubled Asset Relief Program
    The Troubled Asset Relief Program (TARP) was a U.S. government bailout initiative launched in 2008 to stabilize the financial system by purchasing or guaranteeing troubled assets and injecting capital into struggling institutions.
  • B. Capital Fund Program
    The Capital Fund Program is a U.S. Department of Housing and Urban Development (HUD) funding program that provides financial assistance to public housing agencies for the development, financing, and modernization of public housing properties.
  • C. Public-Private Investment Program chosen
    The Public-Private Investment Program was a U.S. government initiative launched during the 2008 financial crisis to partner public funds with private investors in purchasing distressed assets from financial institutions to help stabilize the banking system.
  • D. صندوق الاستثمارات العامة
    صندوق الاستثمارات العامة هو صندوق الثروة السيادي للمملكة العربية السعودية وأحد أكبر الصناديق الاستثمارية في العالم، يهدف إلى تنويع الاقتصاد السعودي وتعزيز التنمية المستدامة.
  • E. Public Investment Fund Program
    The Public Investment Fund Program is a key Saudi Arabian initiative aimed at transforming the Public Investment Fund into a leading global sovereign wealth fund to drive economic diversification and strategic investments under Vision 2030.
  • 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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ff0afd08190871b68a88fdbff2b completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122d625fc8190b8222930449ad3da completed April 4, 2026, 2:40 p.m.
Created at: March 30, 2026, 7:54 p.m.