Triple
T7892293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mu Ko Lanta National Park |
E183264
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Royal Forest Department of Thailand
The Royal Forest Department of Thailand is a government agency responsible for managing and conserving the country’s forests, national parks, and other protected natural resources.
|
E697328
|
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: Royal Forest Department of Thailand | Statement: [Mu Ko Lanta National Park, governingBody, Royal Forest Department of Thailand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Forest Department of Thailand Context triple: [Mu Ko Lanta National Park, governingBody, Royal Forest Department of Thailand]
-
A.
Department of National Parks Wildlife and Plant Conservation of Thailand
The Department of National Parks, Wildlife and Plant Conservation of Thailand is the government agency responsible for managing and protecting the country’s national parks, wildlife, and forest resources.
-
B.
Thai national park system
The Thai national park system is a network of protected terrestrial and marine areas across Thailand, established to conserve the country’s diverse ecosystems, wildlife, and natural landscapes while supporting recreation and ecotourism.
-
C.
Umphang Wildlife Sanctuary
Umphang Wildlife Sanctuary is a vast protected area in western Thailand renowned for its rich biodiversity, forested mountains, and the famous Thi Lo Su Waterfall.
-
D.
Puketi Forest
Puketi Forest is a large native forest reserve in New Zealand’s Northland Region, known for its ancient kauri trees, rich biodiversity, and extensive walking tracks.
-
E.
Taksin Maharat National Park
Taksin Maharat National Park is a protected natural area in northern Thailand known for its mountainous forests, waterfalls, and rich biodiversity.
- 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: Royal Forest Department of Thailand Triple: [Mu Ko Lanta National Park, governingBody, Royal Forest Department of Thailand]
Generated description
The Royal Forest Department of Thailand is a government agency responsible for managing and conserving the country’s forests, national parks, and other protected natural resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Forest Department of Thailand Target entity description: The Royal Forest Department of Thailand is a government agency responsible for managing and conserving the country’s forests, national parks, and other protected natural resources.
-
A.
Department of National Parks Wildlife and Plant Conservation of Thailand
The Department of National Parks, Wildlife and Plant Conservation of Thailand is the government agency responsible for managing and protecting the country’s national parks, wildlife, and forest resources.
-
B.
Thai national park system
The Thai national park system is a network of protected terrestrial and marine areas across Thailand, established to conserve the country’s diverse ecosystems, wildlife, and natural landscapes while supporting recreation and ecotourism.
-
C.
Umphang Wildlife Sanctuary
Umphang Wildlife Sanctuary is a vast protected area in western Thailand renowned for its rich biodiversity, forested mountains, and the famous Thi Lo Su Waterfall.
-
D.
Puketi Forest
Puketi Forest is a large native forest reserve in New Zealand’s Northland Region, known for its ancient kauri trees, rich biodiversity, and extensive walking tracks.
-
E.
Taksin Maharat National Park
Taksin Maharat National Park is a protected natural area in northern Thailand known for its mountainous forests, waterfalls, and rich biodiversity.
- 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_69ca828c474c8190a254d6499871eaff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39fef2e48190a6282c217c33c57a |
completed | March 31, 2026, 3:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5ba51ee48190b654a931da2c049f |
completed | March 31, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_69cb5f1e84fc8190b535016cb69405b4 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb76a214488190b90e5db28511daa0 |
completed | March 31, 2026, 7:24 a.m. |
Created at: March 30, 2026, 5 p.m.