Triple

T6549838
Position Surface form Disambiguated ID Type / Status
Subject Trang E151101 entity
Predicate hasAttraction P105 FINISHED
Object 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.
 E605454 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: Hat Chao Mai National Park | Statement: [Trang, hasAttraction, Hat Chao Mai National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hat Chao Mai National Park
Context triple: [Trang, hasAttraction, Hat Chao Mai National Park]
  • A. 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.
  • B. Khao Yai National Park
    Khao Yai National Park is one of Thailand’s largest and oldest national parks, renowned for its rich wildlife, dense forests, and scenic waterfalls in the country’s northeastern region.
  • C. 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.
  • D. 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.
  • E. Than Bok Khorani National Park
    Than Bok Khorani National Park is a coastal national park in southern Thailand known for its limestone cliffs, mangrove forests, islands, caves, and emerald-green pools.
  • 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: Hat Chao Mai National Park
Triple: [Trang, hasAttraction, Hat Chao Mai National Park]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hat Chao Mai National Park
Target entity description: 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.
  • A. 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.
  • B. Khao Yai National Park
    Khao Yai National Park is one of Thailand’s largest and oldest national parks, renowned for its rich wildlife, dense forests, and scenic waterfalls in the country’s northeastern region.
  • C. 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.
  • D. 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.
  • E. Than Bok Khorani National Park
    Than Bok Khorani National Park is a coastal national park in southern Thailand known for its limestone cliffs, mangrove forests, islands, caves, and emerald-green pools.
  • 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_69c687f3fd60819083bfa583e5bcfa71 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ae04affc8190826ee033849f2d42 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55113408190b96baf2747f36e3c completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:51 p.m.