Triple

T21942365
Position Surface form Disambiguated ID Type / Status
Subject Son Doong Cave E541852 entity
Predicate discoveredBy P412 FINISHED
Object Ho Khanh
Ho Khanh is a Vietnamese logger-turned-explorer best known for discovering Sơn Đoòng Cave, the largest known cave in the world.
E1508869 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: Ho Khanh | Statement: [Son Doong Cave, discoveredBy, Ho Khanh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ho Khanh
Context triple: [Son Doong Cave, discoveredBy, Ho Khanh]
  • A. Long Khanh
    Long Khánh is a city in southern Vietnam known as an important economic and agricultural center within Đồng Nai Province.
  • B. Kao Kim Hourn
    Kao Kim Hourn is a Cambodian diplomat and academic who serves as the Secretary-General of the Association of Southeast Asian Nations (ASEAN).
  • C. Kha Le-Huu
    Kha Le-Huu is an architect known for designing the Harn Museum of Art at the University of Florida.
  • D. Hoai Nhon
    Hoai Nhon is a coastal town in south-central Vietnam known for its fishing industry, beaches, and role as a local economic and transportation hub.
  • E. Nguyen Khanh
    Nguyen Khanh was a South Vietnamese army general and political leader who briefly led the country after orchestrating a military coup in 1964 during the Vietnam War era.
  • 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: Ho Khanh
Triple: [Son Doong Cave, discoveredBy, Ho Khanh]
Generated description
Ho Khanh is a Vietnamese logger-turned-explorer best known for discovering Sơn Đoòng Cave, the largest known cave in the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ho Khanh
Target entity description: Ho Khanh is a Vietnamese logger-turned-explorer best known for discovering Sơn Đoòng Cave, the largest known cave in the world.
  • A. Long Khanh
    Long Khánh is a city in southern Vietnam known as an important economic and agricultural center within Đồng Nai Province.
  • B. Kao Kim Hourn
    Kao Kim Hourn is a Cambodian diplomat and academic who serves as the Secretary-General of the Association of Southeast Asian Nations (ASEAN).
  • C. Kha Le-Huu
    Kha Le-Huu is an architect known for designing the Harn Museum of Art at the University of Florida.
  • D. Hoai Nhon
    Hoai Nhon is a coastal town in south-central Vietnam known for its fishing industry, beaches, and role as a local economic and transportation hub.
  • E. Nguyen Khanh
    Nguyen Khanh was a South Vietnamese army general and political leader who briefly led the country after orchestrating a military coup in 1964 during the Vietnam War era.
  • 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_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1242345dc8190aa6ddf61cf864e2d completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60ee7cc48190bf32574b758c6425 completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a6170bc5c8190b6b28e02675da476 completed May 18, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0a61f66a988190b07a9e36cacf44bf completed May 18, 2026, 12:48 a.m.
Created at: April 16, 2026, 7:56 p.m.