Triple

T7238118
Position Surface form Disambiguated ID Type / Status
Subject Ko Samui E155281 entity
Predicate hasMarineParkAccess P62705 FINISHED
Object Ang Thong National Marine Park
Ang Thong National Marine Park is a protected archipelago in the Gulf of Thailand renowned for its limestone islands, hidden lagoons, and rich marine life, popular for snorkeling, kayaking, and island-hopping tours.
E650729 NE FINISHED

How this triple was built (5 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: Ang Thong National Marine Park | Statement: [Ko Samui, hasMarineParkAccess, Ang Thong National Marine Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ang Thong National Marine Park
Context triple: [Ko Samui, hasMarineParkAccess, Ang Thong National Marine 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. Phang Nga Bay
    Phang Nga Bay is a scenic coastal area in southern Thailand famous for its towering limestone karsts, emerald-green waters, and island-studded seascapes.
  • C. Hat Noppharat Thara–Mu Ko Phi Phi National Park
    Hat Noppharat Thara–Mu Ko Phi Phi National Park is a coastal marine national park in southern Thailand renowned for its limestone cliffs, clear turquoise waters, coral reefs, and the famous Phi Phi Islands.
  • D. Phang Nga
    Phang Nga is a coastal province in southern Thailand known for its dramatic limestone karst islands, marine national parks, and popular tourist destinations such as Phang Nga Bay and the Similan Islands.
  • 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: Ang Thong National Marine Park
Triple: [Ko Samui, hasMarineParkAccess, Ang Thong National Marine Park]
Generated description
Ang Thong National Marine Park is a protected archipelago in the Gulf of Thailand renowned for its limestone islands, hidden lagoons, and rich marine life, popular for snorkeling, kayaking, and island-hopping tours.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ang Thong National Marine Park
Target entity description: Ang Thong National Marine Park is a protected archipelago in the Gulf of Thailand renowned for its limestone islands, hidden lagoons, and rich marine life, popular for snorkeling, kayaking, and island-hopping tours.
  • 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. Phang Nga Bay
    Phang Nga Bay is a scenic coastal area in southern Thailand famous for its towering limestone karsts, emerald-green waters, and island-studded seascapes.
  • C. Hat Noppharat Thara–Mu Ko Phi Phi National Park
    Hat Noppharat Thara–Mu Ko Phi Phi National Park is a coastal marine national park in southern Thailand renowned for its limestone cliffs, clear turquoise waters, coral reefs, and the famous Phi Phi Islands.
  • D. Phang Nga
    Phang Nga is a coastal province in southern Thailand known for its dramatic limestone karst islands, marine national parks, and popular tourist destinations such as Phang Nga Bay and the Similan Islands.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMarineParkAccess
Context triple: [Ko Samui, hasMarineParkAccess, Ang Thong National Marine Park]
  • A. hasMarinePark
    Indicates that an entity possesses, contains, or is associated with a designated marine park area.
  • B. hasSeaAccess
    Indicates that an entity has direct access to the sea, typically via a coastline, port, or navigable waterway connected to the sea.
  • C. hasMarineReserve
    Indicates that an entity possesses, includes, or is associated with a designated marine reserve area.
  • D. hasBeach
    Indicates that one entity possesses, includes, or is characterized by a beach as part of its features or environment.
  • E. hasParkAccess chosen
    Indicates that an entity is permitted to enter, use, or otherwise access a specified park or park area.
  • F. None of above.

Provenance (6 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_69c688143bfc81908d4176617735e601 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea552a688190a00f5d0ad982f787 completed March 27, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc381a4081909a8ea7ee02348328 completed March 28, 2026, 12:40 p.m.
NEDg Description generation batch_69c7cda71c088190afe117d8d3ff04ab completed March 28, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7ce1b5e0081908d8e68fb1c0bfd3e completed March 28, 2026, 12:48 p.m.
PD Predicate disambiguation batch_69c6e7644648819096a5e2de5d0dbe97 completed March 27, 2026, 8:24 p.m.
Created at: March 27, 2026, 2:55 p.m.