Triple

T7506530
Position Surface form Disambiguated ID Type / Status
Subject Chumphon province E177403 entity
Predicate hasAttraction P105 FINISHED
Object 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.
 E670521 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 Chumphon National Park | Statement: [Chumphon province, hasAttraction, Mu Ko Chumphon National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mu Ko Chumphon National Park
Context triple: [Chumphon province, hasAttraction, Mu Ko Chumphon National Park]
  • A. Khao Sok National Park
    Khao Sok National Park is a renowned protected area in southern Thailand known for its ancient rainforest, towering limestone karsts, and the scenic Cheow Lan Lake.
  • B. Khao Phanom Bencha National Park
    Khao Phanom Bencha National Park is a protected mountainous rainforest area in southern Thailand known for its waterfalls, caves, rich biodiversity, and scenic hiking trails.
  • C. Hat Chao Mai National Park
    Hat Chao Mai National Park is a coastal marine national park in southern Thailand known for its pristine beaches, limestone cliffs, islands, and rich marine biodiversity.
  • D. Doi Suthep–Pui National Park
    Doi Suthep–Pui National Park is a mountainous protected area near Chiang Mai in northern Thailand, known for its lush forests, waterfalls, hill tribe villages, and the sacred mountaintop temple Wat Phra That Doi Suthep.
  • 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 Chumphon National Park
Triple: [Chumphon province, hasAttraction, Mu Ko Chumphon National Park]
Generated description
Mu Ko Chumphon National Park is a marine national park in southern Thailand renowned for its pristine islands, coral reefs, and rich coastal biodiversity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mu Ko Chumphon National Park
Target entity description: Mu Ko Chumphon National Park is a marine national park in southern Thailand renowned for its pristine islands, coral reefs, and rich coastal biodiversity.
  • A. Khao Sok National Park
    Khao Sok National Park is a renowned protected area in southern Thailand known for its ancient rainforest, towering limestone karsts, and the scenic Cheow Lan Lake.
  • B. Khao Phanom Bencha National Park
    Khao Phanom Bencha National Park is a protected mountainous rainforest area in southern Thailand known for its waterfalls, caves, rich biodiversity, and scenic hiking trails.
  • C. Hat Chao Mai National Park
    Hat Chao Mai National Park is a coastal marine national park in southern Thailand known for its pristine beaches, limestone cliffs, islands, and rich marine biodiversity.
  • D. Doi Suthep–Pui National Park
    Doi Suthep–Pui National Park is a mountainous protected area near Chiang Mai in northern Thailand, known for its lush forests, waterfalls, hill tribe villages, and the sacred mountaintop temple Wat Phra That Doi Suthep.
  • 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_69c69f276b108190af2cc790b6554544 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5b76a288190bb3608a5e3bfa212 completed March 27, 2026, 9:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8460be99881909cada82cf7563421 completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c84765ee64819082d3189c8a768455 completed March 28, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_69c84828b2c48190a70f3bcd9e7554cc completed March 28, 2026, 9:29 p.m.
Created at: March 27, 2026, 3:45 p.m.