Triple

T1598069
Position Surface form Disambiguated ID Type / Status
Subject Krabi E34328 entity
Predicate hasNationalPark P105 FINISHED
Object 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.
 E181645 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 Noppharat Thara–Mu Ko Phi Phi National Park | Statement: [Krabi, hasNationalPark, Hat Noppharat Thara–Mu Ko Phi Phi National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hat Noppharat Thara–Mu Ko Phi Phi National Park
Context triple: [Krabi, hasNationalPark, Hat Noppharat Thara–Mu Ko Phi Phi 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. 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. Ko Pha Ngan
    Ko Pha Ngan is a popular Thai island in the Gulf of Thailand, best known for its beaches, tropical scenery, and monthly Full Moon Party.
  • D. Ichkeul National Park
    Ichkeul National Park is a renowned wetland and bird sanctuary in northern Tunisia, centered around Lake Ichkeul and its surrounding marshes, and recognized for its critical role as a stopover for migratory birds.
  • E. Koh Larn
    Koh Larn is a small tropical island off the coast of Pattaya in the Gulf of Thailand, known for its white-sand beaches, clear waters, and popular day-trip snorkeling and water activities.
  • 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 Noppharat Thara–Mu Ko Phi Phi National Park
Triple: [Krabi, hasNationalPark, Hat Noppharat Thara–Mu Ko Phi Phi National Park]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hat Noppharat Thara–Mu Ko Phi Phi National Park
Target entity description: 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.
  • 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. Ko Pha Ngan
    Ko Pha Ngan is a popular Thai island in the Gulf of Thailand, best known for its beaches, tropical scenery, and monthly Full Moon Party.
  • D. Ichkeul National Park
    Ichkeul National Park is a renowned wetland and bird sanctuary in northern Tunisia, centered around Lake Ichkeul and its surrounding marshes, and recognized for its critical role as a stopover for migratory birds.
  • E. Koh Larn
    Koh Larn is a small tropical island off the coast of Pattaya in the Gulf of Thailand, known for its white-sand beaches, clear waters, and popular day-trip snorkeling and water activities.
  • 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_69a885fdcb9c819081ce6f0b8cd477dd completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9092f5f148190b987bc943e89e29c completed March 5, 2026, 4:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad46a848ec819085c82be8eaea2044 completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4841d278819085507528faeaae3e completed March 8, 2026, 9:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad48ff11d881909fd6e9e40d5f1f38 completed March 8, 2026, 10:01 a.m.
Created at: March 4, 2026, 7:27 p.m.