Triple
T4535173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nam Ngum River |
E107389
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Lao Ministry of Natural Resources and Environment
The Lao Ministry of Natural Resources and Environment is the government body of Laos responsible for managing the country’s natural resources, environmental protection, and sustainable development policies.
|
E450725
|
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: Lao Ministry of Natural Resources and Environment | Statement: [Nam Ngum River, governedBy, Lao Ministry of Natural Resources and Environment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lao Ministry of Natural Resources and Environment Context triple: [Nam Ngum River, governedBy, Lao Ministry of Natural Resources and Environment]
-
A.
Ministry of Natural Resources of the People’s Republic of China
The Ministry of Natural Resources of the People’s Republic of China is the central government agency responsible for managing the country’s land, mineral, marine, and other natural resources, as well as overseeing spatial planning and ecological restoration.
-
B.
Ministry of Ecology and Environment of the People's Republic of China
The Ministry of Ecology and Environment of the People's Republic of China is the central government agency responsible for formulating and enforcing national policies, regulations, and standards on environmental protection, pollution control, and ecological conservation across China.
-
C.
Environment and Ecology Bureau
The Environment and Ecology Bureau is a policy bureau of the Hong Kong SAR government responsible for environmental protection, conservation, climate policy, and related ecological and sustainability matters.
-
D.
Hubei Provincial Department of Natural Resources
The Hubei Provincial Department of Natural Resources is the provincial government agency responsible for managing land, mineral, and other natural resources, as well as spatial planning and ecological protection, within China’s Hubei Province.
-
E.
Ministry of Natural Resources and Environment of Russia
The Ministry of Natural Resources and Environment of Russia is the federal government body responsible for developing and implementing state policy and regulation in the fields of environmental protection, natural resource management, and ecological safety across the Russian Federation.
- 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: Lao Ministry of Natural Resources and Environment Triple: [Nam Ngum River, governedBy, Lao Ministry of Natural Resources and Environment]
Generated description
The Lao Ministry of Natural Resources and Environment is the government body of Laos responsible for managing the country’s natural resources, environmental protection, and sustainable development policies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lao Ministry of Natural Resources and Environment Target entity description: The Lao Ministry of Natural Resources and Environment is the government body of Laos responsible for managing the country’s natural resources, environmental protection, and sustainable development policies.
-
A.
Ministry of Natural Resources of the People’s Republic of China
The Ministry of Natural Resources of the People’s Republic of China is the central government agency responsible for managing the country’s land, mineral, marine, and other natural resources, as well as overseeing spatial planning and ecological restoration.
-
B.
Ministry of Ecology and Environment of the People's Republic of China
The Ministry of Ecology and Environment of the People's Republic of China is the central government agency responsible for formulating and enforcing national policies, regulations, and standards on environmental protection, pollution control, and ecological conservation across China.
-
C.
Environment and Ecology Bureau
The Environment and Ecology Bureau is a policy bureau of the Hong Kong SAR government responsible for environmental protection, conservation, climate policy, and related ecological and sustainability matters.
-
D.
Hubei Provincial Department of Natural Resources
The Hubei Provincial Department of Natural Resources is the provincial government agency responsible for managing land, mineral, and other natural resources, as well as spatial planning and ecological protection, within China’s Hubei Province.
-
E.
Ministry of Natural Resources and Environment of Russia
The Ministry of Natural Resources and Environment of Russia is the federal government body responsible for developing and implementing state policy and regulation in the fields of environmental protection, natural resource management, and ecological safety across the Russian Federation.
- 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_69bd43f922788190b7edfa294e39b178 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57a2301c8190aa59280a16750156 |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdacf016d0819080665256c84d37a3 |
completed | March 20, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69bdad81ace48190956f8f62610e188d |
completed | March 20, 2026, 8:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdadb912148190bf4390c31396f189 |
completed | March 20, 2026, 8:27 p.m. |
Created at: March 20, 2026, 1:04 p.m.