Triple

T20860122
Position Surface form Disambiguated ID Type / Status
Subject Federal ministries of Malaysia E513592 entity
Predicate hasPart P35 FINISHED
Object Ministry of Entrepreneur Development and Cooperatives (Malaysia) 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: Ministry of Entrepreneur Development and Cooperatives (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Entrepreneur Development and Cooperatives (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Entrepreneur Development and Cooperatives (Malaysia)
Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Entrepreneur Development and Cooperatives (Malaysia)]
  • A. Economic Stimulus Implementation and Coordination Unit (Malaysia)
    The Economic Stimulus Implementation and Coordination Unit (Malaysia) is a specialized body under the Ministry of Finance responsible for overseeing, coordinating, and monitoring the implementation of the country’s economic stimulus and recovery measures.
  • B. Ministry of Industrial Development, SMEs and Cooperatives
    The Ministry of Industrial Development, SMEs and Cooperatives is a Mauritian government ministry responsible for formulating and implementing policies to promote industrial growth, support small and medium enterprises, and oversee the cooperative sector in Mauritius.
  • C. New Economic Model (Malaysia)
    The New Economic Model (Malaysia) is a government economic reform framework introduced to transform Malaysia into a high-income, inclusive, and sustainable economy, with particular emphasis on restructuring affirmative action and improving opportunities for Bumiputera and other citizens.
  • D. Economic Development Board (Singapore)
    The Economic Development Board (Singapore) is the government agency responsible for driving Singapore’s economic growth by attracting foreign investment and fostering the development of key industries.
  • E. Economic Planning Unit (Malaysia)
    The Economic Planning Unit (Malaysia) is a key government agency responsible for formulating and coordinating the country’s socio-economic development policies and long-term national plans.
  • 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: Ministry of Entrepreneur Development and Cooperatives (Malaysia)
Target entity description: The Ministry of Entrepreneur Development and Cooperatives (Malaysia) is a federal government body responsible for formulating and implementing policies to support entrepreneurship, small and medium enterprises, and the cooperative sector in Malaysia.
  • A. Economic Stimulus Implementation and Coordination Unit (Malaysia)
    The Economic Stimulus Implementation and Coordination Unit (Malaysia) is a specialized body under the Ministry of Finance responsible for overseeing, coordinating, and monitoring the implementation of the country’s economic stimulus and recovery measures.
  • B. Ministry of Industrial Development, SMEs and Cooperatives
    The Ministry of Industrial Development, SMEs and Cooperatives is a Mauritian government ministry responsible for formulating and implementing policies to promote industrial growth, support small and medium enterprises, and oversee the cooperative sector in Mauritius.
  • C. Ministry of International Trade and Industry (historical) (Malaysia)
    The Ministry of International Trade and Industry (historical) (Malaysia) was a key Malaysian government ministry responsible for formulating and implementing national policies on international trade, industrial development, and investment promotion.
  • D. New Economic Model (Malaysia)
    The New Economic Model (Malaysia) is a government economic reform framework introduced to transform Malaysia into a high-income, inclusive, and sustainable economy, with particular emphasis on restructuring affirmative action and improving opportunities for Bumiputera and other citizens.
  • E. Economic Development Board (Singapore)
    The Economic Development Board (Singapore) is the government agency responsible for driving Singapore’s economic growth by attracting foreign investment and fostering the development of key industries.
  • 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3aba3d0819093431f38f0095a71 completed April 21, 2026, 12:24 a.m.
Created at: April 16, 2026, 12:44 p.m.