Triple

T8600011
Position Surface form Disambiguated ID Type / Status
Subject Ko Chang E203649 entity
Predicate hasSettlement P1068 FINISHED
Object Bang Bao
Bang Bao is a small fishing village and pier area on Ko Chang in Thailand, known for its stilt houses, seafood restaurants, and boat tours to nearby islands.
 E745885 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: Bang Bao | Statement: [Ko Chang, hasSettlement, Bang Bao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bang Bao
Context triple: [Ko Chang, hasSettlement, Bang Bao]
  • A. Kaibao
    Kaibao was the era name marking the early reign of Emperor Taizu, founder of China’s Song dynasty.
  • B. Baol
    Baol was a precolonial Wolof kingdom in what is now Senegal, known for succeeding the Wolof Empire as a regional political and economic power.
  • C. Ka-chiu
    Ka-chiu is the given name of John Lee Ka-chiu, the Chief Executive of Hong Kong and a former security official.
  • D. Qibao
    Qibao is an ancient water town and popular tourist area in Shanghai, known for its historic streets, canals, and traditional architecture.
  • E. Xiaozong
    Xiaozong is the temple name of the Hongzhi Emperor, a Ming dynasty ruler noted for his relatively peaceful and reform-minded reign in late 15th-century China.
  • 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: Bang Bao
Triple: [Ko Chang, hasSettlement, Bang Bao]
Generated description
Bang Bao is a small fishing village and pier area on Ko Chang in Thailand, known for its stilt houses, seafood restaurants, and boat tours to nearby islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bang Bao
Target entity description: Bang Bao is a small fishing village and pier area on Ko Chang in Thailand, known for its stilt houses, seafood restaurants, and boat tours to nearby islands.
  • A. Kaibao
    Kaibao was the era name marking the early reign of Emperor Taizu, founder of China’s Song dynasty.
  • B. Baol
    Baol was a precolonial Wolof kingdom in what is now Senegal, known for succeeding the Wolof Empire as a regional political and economic power.
  • C. Ka-chiu
    Ka-chiu is the given name of John Lee Ka-chiu, the Chief Executive of Hong Kong and a former security official.
  • D. Qibao
    Qibao is an ancient water town and popular tourist area in Shanghai, known for its historic streets, canals, and traditional architecture.
  • E. Xiaozong
    Xiaozong is the temple name of the Hongzhi Emperor, a Ming dynasty ruler noted for his relatively peaceful and reform-minded reign in late 15th-century China.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46d7c184819083236c75f9ccc9cf completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8e903d0819095bfa87b83c3599f completed April 2, 2026, 5:35 p.m.
NEDg Description generation batch_69ceab40e6a88190bed8afb2262d72d8 completed April 2, 2026, 5:45 p.m.
NED2 Entity disambiguation (via description) batch_69ceabaa18188190b8a6e3b1704e5c12 completed April 2, 2026, 5:47 p.m.
Created at: March 30, 2026, 6:24 p.m.