Triple

T8600015
Position Surface form Disambiguated ID Type / Status
Subject Ko Chang E203649 entity
Predicate hasProtectedArea P855 FINISHED
Object Mu Ko Chang National Park
Mu Ko Chang National Park is a marine and island national park in eastern Thailand, renowned for its forested mountains, coral reefs, waterfalls, and diverse wildlife.
 E746613 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: Mu Ko Chang National Park | Statement: [Ko Chang, hasProtectedArea, Mu Ko Chang National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mu Ko Chang National Park
Context triple: [Ko Chang, hasProtectedArea, Mu Ko Chang National Park]
  • A. Mu Ko Surin National Park
    Mu Ko Surin National Park is a marine national park in southern Thailand renowned for its pristine coral reefs, clear waters, and rich biodiversity across a group of small islands in the Andaman Sea.
  • B. Mu Ko Chumphon National Park
    Mu Ko Chumphon National Park is a marine national park in southern Thailand renowned for its pristine islands, coral reefs, and rich coastal biodiversity.
  • C. Mu Ko Lanta National Park
    Mu Ko Lanta National Park is a protected marine and coastal area in southern Thailand renowned for its tropical islands, coral reefs, beaches, and diverse wildlife.
  • D. Mae Ta-Khrai National Park
    Mae Ta-Khrai National Park is a protected natural area in northern Thailand known for its forested mountains, diverse wildlife, and scenic waterfalls.
  • E. Mu Ko Petra National Park
    Mu Ko Petra National Park is a marine and coastal national park in southern Thailand known for its scenic islands, coral reefs, and rich biodiversity in the Andaman Sea.
  • 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: Mu Ko Chang National Park
Triple: [Ko Chang, hasProtectedArea, Mu Ko Chang National Park]
Generated description
Mu Ko Chang National Park is a marine and island national park in eastern Thailand, renowned for its forested mountains, coral reefs, waterfalls, and diverse wildlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mu Ko Chang National Park
Target entity description: Mu Ko Chang National Park is a marine and island national park in eastern Thailand, renowned for its forested mountains, coral reefs, waterfalls, and diverse wildlife.
  • A. Mu Ko Surin National Park
    Mu Ko Surin National Park is a marine national park in southern Thailand renowned for its pristine coral reefs, clear waters, and rich biodiversity across a group of small islands in the Andaman Sea.
  • B. Mu Ko Chumphon National Park
    Mu Ko Chumphon National Park is a marine national park in southern Thailand renowned for its pristine islands, coral reefs, and rich coastal biodiversity.
  • C. Mu Ko Lanta National Park
    Mu Ko Lanta National Park is a protected marine and coastal area in southern Thailand renowned for its tropical islands, coral reefs, beaches, and diverse wildlife.
  • D. Mae Ta-Khrai National Park
    Mae Ta-Khrai National Park is a protected natural area in northern Thailand known for its forested mountains, diverse wildlife, and scenic waterfalls.
  • E. Mu Ko Petra National Park
    Mu Ko Petra National Park is a marine and coastal national park in southern Thailand known for its scenic islands, coral reefs, and rich biodiversity in the Andaman Sea.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46d7c184819083236c75f9ccc9cf completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebbb11140819081bde8a1565aad4a completed April 2, 2026, 6:55 p.m.
NEDg Description generation batch_69cebda8e7f4819083b6885f874554f1 completed April 2, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69cebe5df4888190bf741e332af3e21e completed April 2, 2026, 7:07 p.m.
Created at: March 30, 2026, 6:24 p.m.