Triple

T20860125
Position Surface form Disambiguated ID Type / Status
Subject Federal ministries of Malaysia E513592 entity
Predicate hasPart P35 FINISHED
Object Ministry of Natural Resources and Environmental Sustainability (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 Natural Resources and Environmental Sustainability (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Natural Resources and Environmental Sustainability (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Natural Resources and Environmental Sustainability (Malaysia)
Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Natural Resources and Environmental Sustainability (Malaysia)]
  • A. Ministry of Sustainability and the Environment (Singapore)
    The Ministry of Sustainability and the Environment (Singapore) is the national ministry responsible for environmental protection, climate and sustainability policy, and the management of water and food resources in Singapore.
  • B. Department of Wildlife and National Parks Peninsular Malaysia
    The Department of Wildlife and National Parks Peninsular Malaysia is a federal government agency responsible for managing and conserving wildlife, protected areas, and biodiversity across Peninsular Malaysia.
  • C. Secretariat of the Environment and Natural Resources
    The Secretariat of the Environment and Natural Resources is Mexico’s federal government ministry responsible for environmental protection, natural resource management, and sustainable development policies.
  • D. Ministry of Environment and Forestry of Indonesia
    The Ministry of Environment and Forestry of Indonesia is the national government ministry responsible for formulating and implementing policies on environmental protection, climate, and forest management across Indonesia.
  • E. Ministry of Natural Resources and Environmental Conservation (Myanmar)
    The Ministry of Natural Resources and Environmental Conservation (Myanmar) is the national government body responsible for managing the country’s natural resources, environmental protection, and conservation policies.
  • 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 Natural Resources and Environmental Sustainability (Malaysia)
Target entity description: The Ministry of Natural Resources and Environmental Sustainability (Malaysia) is a federal government ministry responsible for managing the country’s natural resources and leading environmental protection and sustainability policies.
  • A. Ministry of Natural Resources and Environment (historical) (Malaysia) chosen
    The Ministry of Natural Resources and Environment (historical) in Malaysia was a former federal government ministry responsible for overseeing the country’s natural resources, environmental conservation, and related policy development.
  • B. Ministry of Sustainability and the Environment (Singapore)
    The Ministry of Sustainability and the Environment (Singapore) is the national ministry responsible for environmental protection, climate and sustainability policy, and the management of water and food resources in Singapore.
  • C. Department of Wildlife and National Parks Peninsular Malaysia
    The Department of Wildlife and National Parks Peninsular Malaysia is a federal government agency responsible for managing and conserving wildlife, protected areas, and biodiversity across Peninsular Malaysia.
  • D. Secretariat of the Environment and Natural Resources
    The Secretariat of the Environment and Natural Resources is Mexico’s federal government ministry responsible for environmental protection, natural resource management, and sustainable development policies.
  • E. Ministry of Environment and Forestry of Indonesia
    The Ministry of Environment and Forestry of Indonesia is the national government ministry responsible for formulating and implementing policies on environmental protection, climate, and forest management across Indonesia.
  • F. None of above.

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.