Triple

T20753905
Position Surface form Disambiguated ID Type / Status
Subject Bumiputera E510799 entity
Predicate associatedWithPolicy P1051 FINISHED
Object New Economic Model (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: New Economic Model (Malaysia) | Statement: [Bumiputera, associatedWithPolicy, New Economic Model (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Economic Model (Malaysia)
Context triple: [Bumiputera, associatedWithPolicy, New Economic Model (Malaysia)]
  • A. New Economic Policy of Malaysia
    The New Economic Policy of Malaysia was a major socio-economic restructuring program introduced in 1971 to reduce poverty and address ethnic economic imbalances, particularly between the Malay majority and other groups.
  • B. 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.
  • C. 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.
  • D. Multimedia Super Corridor
    The Multimedia Super Corridor is a high-technology business and innovation hub in Malaysia designed to attract and support multimedia and ICT industries.
  • E. New Villages program in Malaya
    The New Villages program in Malaya was a British colonial counterinsurgency initiative that resettled rural populations into fortified settlements to isolate communist guerrillas during the Malayan Emergency.
  • 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: New Economic Model (Malaysia)
Target entity description: 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.
  • A. New Economic Policy of Malaysia
    The New Economic Policy of Malaysia was a major socio-economic restructuring program introduced in 1971 to reduce poverty and address ethnic economic imbalances, particularly between the Malay majority and other groups.
  • B. 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.
  • C. 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.
  • D. Multimedia Super Corridor
    The Multimedia Super Corridor is a high-technology business and innovation hub in Malaysia designed to attract and support multimedia and ICT industries.
  • E. New Villages program in Malaya
    The New Villages program in Malaya was a British colonial counterinsurgency initiative that resettled rural populations into fortified settlements to isolate communist guerrillas during the Malayan Emergency.
  • 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c22d0ebc8190b17077326f540f98 completed April 21, 2026, 12:17 a.m.
Created at: April 16, 2026, 12:34 p.m.