Triple

T6549956
Position Surface form Disambiguated ID Type / Status
Subject Ko Tao E151104 entity
Predicate hasBeach P1922 FINISHED
Object Ao Leuk
Ao Leuk is a tranquil, scenic bay on the island of Ko Tao in Thailand, known for its clear waters, coral reefs, and excellent snorkeling.
E605465 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: Ao Leuk | Statement: [Ko Tao, hasBeach, Ao Leuk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ao Leuk
Context triple: [Ko Tao, hasBeach, Ao Leuk]
  • A. Ah-Lei Gua
    Ah-Lei Gua is a Taiwanese actress best known internationally for her role in Ang Lee’s acclaimed film "The Wedding Banquet."
  • B. Ta Oi
    The Ta Oi are an ethnic minority group in Vietnam, traditionally living in the mountainous areas of central provinces and known for their distinct language, customs, and weaving traditions.
  • C. Ao Naga
    Ao Naga are a major Naga ethnic group of northeastern India, known for their distinct Tibeto-Burman language, rich folk traditions, and influential role in the cultural and political life of Nagaland.
  • D. Ako
    Ako is a coastal city in southwestern Hyogo Prefecture, Japan, historically known for its salt production and the story of the Forty-seven Ronin.
  • E. Alao
    Alao is a coastal village located on the eastern end of Tutuila Island in American Samoa.
  • 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: Ao Leuk
Triple: [Ko Tao, hasBeach, Ao Leuk]
Generated description
Ao Leuk is a tranquil, scenic bay on the island of Ko Tao in Thailand, known for its clear waters, coral reefs, and excellent snorkeling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ao Leuk
Target entity description: Ao Leuk is a tranquil, scenic bay on the island of Ko Tao in Thailand, known for its clear waters, coral reefs, and excellent snorkeling.
  • A. Ah-Lei Gua
    Ah-Lei Gua is a Taiwanese actress best known internationally for her role in Ang Lee’s acclaimed film "The Wedding Banquet."
  • B. Ta Oi
    The Ta Oi are an ethnic minority group in Vietnam, traditionally living in the mountainous areas of central provinces and known for their distinct language, customs, and weaving traditions.
  • C. Ao Naga
    Ao Naga are a major Naga ethnic group of northeastern India, known for their distinct Tibeto-Burman language, rich folk traditions, and influential role in the cultural and political life of Nagaland.
  • D. Ako
    Ako is a coastal city in southwestern Hyogo Prefecture, Japan, historically known for its salt production and the story of the Forty-seven Ronin.
  • E. Alao
    Alao is a coastal village located on the eastern end of Tutuila Island in American Samoa.
  • 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_69c687f3fd60819083bfa583e5bcfa71 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ae04affc8190826ee033849f2d42 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55113408190b96baf2747f36e3c completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:51 p.m.