Triple

T7839954
Position Surface form Disambiguated ID Type / Status
Subject Phatthalung province E181779 entity
Predicate hasProtectedArea P855 FINISHED
Object Khao Pu–Khao Ya National Park
Khao Pu–Khao Ya National Park is a protected natural area in southern Thailand known for its forested mountains, rich biodiversity, and scenic waterfalls.
 E712011 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: Khao Pu–Khao Ya National Park | Statement: [Phatthalung province, hasProtectedArea, Khao Pu–Khao Ya National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khao Pu–Khao Ya National Park
Context triple: [Phatthalung province, hasProtectedArea, Khao Pu–Khao Ya National Park]
  • A. Kaeng Krachan National Park
    Kaeng Krachan National Park is Thailand’s largest national park, renowned for its dense rainforests, rich wildlife, and scenic reservoirs along the border with Myanmar.
  • B. Sai Yok National Park
    Sai Yok National Park is a protected natural area in Thailand known for its waterfalls, caves, dense forests, and sections of the historic Death Railway along the River Kwai.
  • C. 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.
  • 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. 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.
  • 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: Khao Pu–Khao Ya National Park
Triple: [Phatthalung province, hasProtectedArea, Khao Pu–Khao Ya National Park]
Generated description
Khao Pu–Khao Ya National Park is a protected natural area in southern Thailand known for its forested mountains, rich biodiversity, and scenic waterfalls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khao Pu–Khao Ya National Park
Target entity description: Khao Pu–Khao Ya National Park is a protected natural area in southern Thailand known for its forested mountains, rich biodiversity, and scenic waterfalls.
  • A. Kaeng Krachan National Park
    Kaeng Krachan National Park is Thailand’s largest national park, renowned for its dense rainforests, rich wildlife, and scenic reservoirs along the border with Myanmar.
  • B. Sai Yok National Park
    Sai Yok National Park is a protected natural area in Thailand known for its waterfalls, caves, dense forests, and sections of the historic Death Railway along the River Kwai.
  • C. 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.
  • 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. 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.
  • 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb14c4680481908628d22bbe4842f4 completed March 31, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9340c99c819085294de7466f40eb completed April 1, 2026, 3:38 a.m.
NEDg Description generation batch_69cc955542fc8190a84be60f4efea915 completed April 1, 2026, 3:47 a.m.
NED2 Entity disambiguation (via description) batch_69cc964c6b308190ae121072b1180268 completed April 1, 2026, 3:51 a.m.
Created at: March 30, 2026, 4:47 p.m.