Triple

T7762229
Position Surface form Disambiguated ID Type / Status
Subject Phang Nga province E176050 entity
Predicate hasProtectedArea P855 FINISHED
Object Phang Nga Bay Marine National Park
Phang Nga Bay Marine National Park is a coastal protected area in southern Thailand renowned for its dramatic limestone karsts, mangrove forests, and rich marine biodiversity.
E151106 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: Phang Nga Bay Marine National Park | Statement: [Phang Nga province, hasProtectedArea, Phang Nga Bay Marine National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phang Nga Bay Marine National Park
Context triple: [Phang Nga province, hasProtectedArea, Phang Nga Bay Marine National Park]
  • A. 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.
  • 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. 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. 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.
  • E. 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.
  • 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: Phang Nga Bay Marine National Park
Triple: [Phang Nga province, hasProtectedArea, Phang Nga Bay Marine National Park]
Generated description
Phang Nga Bay Marine National Park is a coastal protected area in southern Thailand renowned for its dramatic limestone karsts, mangrove forests, and rich marine biodiversity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phang Nga Bay Marine National Park
Target entity description: Phang Nga Bay Marine National Park is a coastal protected area in southern Thailand renowned for its dramatic limestone karsts, mangrove forests, and rich marine biodiversity.
  • A. 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.
  • B. Phang Nga Bay chosen
    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. 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. 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.
  • E. 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.
  • F. None of above.

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_69c69962923c8190ac74d28b4f9fe0a0 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70404c2108190ad2b900ac9bf582b completed March 27, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8fa2a4d388190bbc037a3f89bbf49 completed March 29, 2026, 10:08 a.m.
NEDg Description generation batch_69c8faeaf610819087115315c2c1a3c5 completed March 29, 2026, 10:11 a.m.
NED2 Entity disambiguation (via description) batch_69c8fb4c55b48190be95a4299ce4b5c9 completed March 29, 2026, 10:13 a.m.
Created at: March 27, 2026, 4:09 p.m.