Triple

T2184381
Position Surface form Disambiguated ID Type / Status
Subject National Bank of Kazakhstan E49116 entity
Predicate cooperatesWith P435 FINISHED
Object International Monetary Fund E11558 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: International Monetary Fund | Statement: [National Bank of Kazakhstan, cooperatesWith, International Monetary Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: International Monetary Fund
Context triple: [National Bank of Kazakhstan, cooperatesWith, International Monetary Fund]
  • A. International Monetary Fund chosen
    The International Monetary Fund is a global financial institution that promotes international monetary cooperation, financial stability, and economic growth by providing policy advice, financial assistance, and technical support to its member countries.
  • B. International Bank for Reconstruction and Development
    The International Bank for Reconstruction and Development is the main lending arm of the World Bank that provides loans and financial services to middle-income and creditworthy low-income countries to support development and reduce poverty.
  • C. World Bank
    The World Bank is an international financial institution that provides loans, grants, and expertise to developing countries to support economic development and reduce poverty.
  • D. Bank for International Settlements
    The Bank for International Settlements is an international financial institution that serves as a bank for central banks, fostering global monetary and financial stability through cooperation, research, and policy support.
  • E. World Bank Group
    The World Bank Group is an international financial institution that provides loans, grants, and expertise to developing countries to reduce poverty and support economic development.
  • 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbf0e92248190a9449fce4044438a completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae654016a88190a242d43491f0726c completed March 9, 2026, 6:14 a.m.
Created at: March 4, 2026, 7:45 p.m.