Triple
T7984086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Survey and Mapping Malaysia |
E185645
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
Ministry of Natural Resources, Environment and Climate Change
The Ministry of Natural Resources, Environment and Climate Change is a Malaysian federal government ministry responsible for formulating and implementing national policies on natural resource management, environmental protection, and climate change mitigation and adaptation.
|
E702172
|
NE FINISHED |
How this triple was built (4 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, Environment and Climate Change | Statement: [Department of Survey and Mapping Malaysia, parentOrganization, Ministry of Natural Resources, Environment and Climate Change]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Natural Resources, Environment and Climate Change Context triple: [Department of Survey and Mapping Malaysia, parentOrganization, Ministry of Natural Resources, Environment and Climate Change]
-
A.
Department of Environment and Natural Resources
The Department of Environment and Natural Resources is the Philippine government agency responsible for conserving, managing, and developing the country’s environment and natural resources.
-
B.
Council of Ministers for the Environment
The Council of Ministers for the Environment is the Nordic intergovernmental body responsible for coordinating and developing common environmental policy and cooperation among the Nordic countries.
-
C.
Ministry of the Environment, the Fight Against Climate Change, Wildlife and Parks (Quebec)
The Ministry of the Environment, the Fight Against Climate Change, Wildlife and Parks (Quebec) is the provincial government department responsible for environmental protection, climate policy, biodiversity conservation, and the management of parks and wildlife in Quebec.
-
D.
Ministry of Environment, Forest and Climate Change, India
The Ministry of Environment, Forest and Climate Change, India is the central government ministry responsible for formulating and implementing policies on environmental protection, forest conservation, wildlife management, and climate change in the country.
-
E.
Directorate General of Climate Change Control
The Directorate General of Climate Change Control is an Indonesian government body responsible for formulating and implementing national policies and programs to mitigate and adapt to climate change.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ministry of Natural Resources, Environment and Climate Change Triple: [Department of Survey and Mapping Malaysia, parentOrganization, Ministry of Natural Resources, Environment and Climate Change]
Generated description
The Ministry of Natural Resources, Environment and Climate Change is a Malaysian federal government ministry responsible for formulating and implementing national policies on natural resource management, environmental protection, and climate change mitigation and adaptation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Natural Resources, Environment and Climate Change Target entity description: The Ministry of Natural Resources, Environment and Climate Change is a Malaysian federal government ministry responsible for formulating and implementing national policies on natural resource management, environmental protection, and climate change mitigation and adaptation.
-
A.
Department of Environment and Natural Resources
The Department of Environment and Natural Resources is the Philippine government agency responsible for conserving, managing, and developing the country’s environment and natural resources.
-
B.
Council of Ministers for the Environment
The Council of Ministers for the Environment is the Nordic intergovernmental body responsible for coordinating and developing common environmental policy and cooperation among the Nordic countries.
-
C.
Ministry of the Environment, the Fight Against Climate Change, Wildlife and Parks (Quebec)
The Ministry of the Environment, the Fight Against Climate Change, Wildlife and Parks (Quebec) is the provincial government department responsible for environmental protection, climate policy, biodiversity conservation, and the management of parks and wildlife in Quebec.
-
D.
Ministry of Environment, Forest and Climate Change, India
The Ministry of Environment, Forest and Climate Change, India is the central government ministry responsible for formulating and implementing policies on environmental protection, forest conservation, wildlife management, and climate change in the country.
-
E.
Directorate General of Climate Change Control
The Directorate General of Climate Change Control is an Indonesian government body responsible for formulating and implementing national policies and programs to mitigate and adapt to climate change.
- F. None of above. chosen
Provenance (5 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_69ca829a2cfc819083d591d58ec04075 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c2b543c81909b82bc478d579e0b |
completed | March 31, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0e0b2748190930c22c6157d1b07 |
completed | March 31, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69cbe43e47048190a0044477f88de5d0 |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc0d60254c819087d1de7ca6ea554b |
completed | March 31, 2026, 6:07 p.m. |
Created at: March 30, 2026, 5:15 p.m.