Triple

T9955214
Position Surface form Disambiguated ID Type / Status
Subject Chumphon Archipelago E195429 entity
Predicate hasIsland P970 FINISHED
Object Ko Ma Prao
Ko Ma Prao is a small island in Thailand’s Chumphon Archipelago, known for its tranquil natural setting and surrounding marine environment.
 E832639 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: Ko Ma Prao | Statement: [Chumphon Archipelago, hasIsland, Ko Ma Prao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ko Ma Prao
Context triple: [Chumphon Archipelago, hasIsland, Ko Ma Prao]
  • A. Ko Rok Nok
    Ko Rok Nok is a small, scenic island in southern Thailand known for its clear waters, coral reefs, and quiet beaches within the Mu Ko Lanta National Park.
  • B. Ko Hin Daeng
    Ko Hin Daeng is a small, rocky islet in southern Thailand renowned among divers for its vibrant coral reefs and rich marine life.
  • C. Ban Mae Haad
    Ban Mae Haad is the main port village and one of the primary tourist hubs on the island of Ko Tao in Thailand.
  • D. Ko Miang
    Ko Miang is one of Thailand’s Similan Islands, known for its clear waters, rich marine life, and popular snorkeling and diving sites.
  • E. Ko Bon
    Ko Bon is a small, uninhabited Thai island in the Andaman Sea, known for its rich marine life and popular dive sites near 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: Ko Ma Prao
Triple: [Chumphon Archipelago, hasIsland, Ko Ma Prao]
Generated description
Ko Ma Prao is a small island in Thailand’s Chumphon Archipelago, known for its tranquil natural setting and surrounding marine environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ko Ma Prao
Target entity description: Ko Ma Prao is a small island in Thailand’s Chumphon Archipelago, known for its tranquil natural setting and surrounding marine environment.
  • A. Ko Rok Nok
    Ko Rok Nok is a small, scenic island in southern Thailand known for its clear waters, coral reefs, and quiet beaches within the Mu Ko Lanta National Park.
  • B. Ko Hin Daeng
    Ko Hin Daeng is a small, rocky islet in southern Thailand renowned among divers for its vibrant coral reefs and rich marine life.
  • C. Ban Mae Haad
    Ban Mae Haad is the main port village and one of the primary tourist hubs on the island of Ko Tao in Thailand.
  • D. Ko Miang
    Ko Miang is one of Thailand’s Similan Islands, known for its clear waters, rich marine life, and popular snorkeling and diving sites.
  • E. Ko Bon
    Ko Bon is a small, uninhabited Thai island in the Andaman Sea, known for its rich marine life and popular dive sites near the Similan Islands.
  • 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_69ca82eaaa008190a54fa1a9f954b9ad completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb69631d08190ab2b1d1c22d46da7 completed April 2, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23d6743c481908a2040eb9d260b4a completed April 5, 2026, 10:45 a.m.
NEDg Description generation batch_69d23e6ca3908190b7ad7b932ab35ad7 completed April 5, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_69d241020074819092bc2deea85a6ac0 completed April 5, 2026, 11:01 a.m.
Created at: March 30, 2026, 8:46 p.m.