Triple

T16252911
Position Surface form Disambiguated ID Type / Status
Subject Khao Lak E394556 entity
Predicate nearbyProtectedArea P2064 FINISHED
Object Surin Islands Marine National Park
Surin Islands Marine National Park is a protected archipelago in the Andaman Sea of southern Thailand, renowned for its rich coral reefs, clear waters, and diverse marine life.
 E1203170 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: Surin Islands Marine National Park | Statement: [Khao Lak, nearbyProtectedArea, Surin Islands Marine National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Surin Islands Marine National Park
Context triple: [Khao Lak, nearbyProtectedArea, Surin Islands Marine National Park]
  • A. Ko Tarutao Marine National Park
    Ko Tarutao Marine National Park is a protected archipelago in the Andaman Sea renowned for its unspoiled beaches, dense forests, rich marine life, and status as one of Thailand’s earliest and most pristine national marine parks.
  • B. Savu Sea National Marine Park
    Savu Sea National Marine Park is a protected marine area in Indonesia known for its rich biodiversity, including coral reefs, migratory whales, and other marine megafauna.
  • C. Tun Sakaran Marine Park
    Tun Sakaran Marine Park is a protected marine and island conservation area in Semporna, Sabah, Malaysia, renowned for its rich coral reefs, diverse marine life, and traditional Bajau Laut communities.
  • D. Wakatobi National Park
    Wakatobi National Park is a renowned marine conservation area in Southeast Sulawesi, Indonesia, celebrated for its extraordinary coral reef biodiversity and world-class diving sites.
  • E. Riung 17 Islands Marine Park
    Riung 17 Islands Marine Park is a protected coastal and island area off northern Flores in Indonesia, renowned for its pristine coral reefs, clear waters, and diverse marine life.
  • 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: Surin Islands Marine National Park
Triple: [Khao Lak, nearbyProtectedArea, Surin Islands Marine National Park]
Generated description
Surin Islands Marine National Park is a protected archipelago in the Andaman Sea of southern Thailand, renowned for its rich coral reefs, clear waters, and diverse marine life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Surin Islands Marine National Park
Target entity description: Surin Islands Marine National Park is a protected archipelago in the Andaman Sea of southern Thailand, renowned for its rich coral reefs, clear waters, and diverse marine life.
  • A. Ko Tarutao Marine National Park
    Ko Tarutao Marine National Park is a protected archipelago in the Andaman Sea renowned for its unspoiled beaches, dense forests, rich marine life, and status as one of Thailand’s earliest and most pristine national marine parks.
  • B. Savu Sea National Marine Park
    Savu Sea National Marine Park is a protected marine area in Indonesia known for its rich biodiversity, including coral reefs, migratory whales, and other marine megafauna.
  • C. Tun Sakaran Marine Park
    Tun Sakaran Marine Park is a protected marine and island conservation area in Semporna, Sabah, Malaysia, renowned for its rich coral reefs, diverse marine life, and traditional Bajau Laut communities.
  • D. Wakatobi National Park
    Wakatobi National Park is a renowned marine conservation area in Southeast Sulawesi, Indonesia, celebrated for its extraordinary coral reef biodiversity and world-class diving sites.
  • E. Riung 17 Islands Marine Park
    Riung 17 Islands Marine Park is a protected coastal and island area off northern Flores in Indonesia, renowned for its pristine coral reefs, clear waters, and diverse marine life.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24597b74481908fdb8175628a57a1 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017b1e22c8190bddca67661121c2d completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a001884e88881908713eef769f075d2 completed May 10, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_6a00191cabf48190872fdeb88b92aefc completed May 10, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:04 a.m.