Triple

T8516979
Position Surface form Disambiguated ID Type / Status
Subject Bamboo Airways E201595 entity
Predicate notableRoute P22 FINISHED
Object Ho Chi Minh City–Da Nang
Ho Chi Minh City–Da Nang is a major domestic air route in Vietnam connecting the southern metropolis of Ho Chi Minh City with the central coastal city of Da Nang.
 E743127 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 Chi Minh City–Da Nang | Statement: [Bamboo Airways, notableRoute, Ho Chi Minh City–Da Nang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ho Chi Minh City–Da Nang
Context triple: [Bamboo Airways, notableRoute, Ho Chi Minh City–Da Nang]
  • A. Hanoi–Da Nang
    Hanoi–Da Nang is a major domestic air route in Vietnam connecting the capital city Hanoi with the central coastal city of Da Nang, a key tourism and economic hub.
  • B. Hanoi–Ho Chi Minh City
    Hanoi–Ho Chi Minh City is Vietnam’s busiest and most important domestic air route, linking the nation’s capital in the north with its largest economic hub in the south.
  • C. Ho Chi Minh City – Rach Gia
    Ho Chi Minh City – Rach Gia is a domestic air route in southern Vietnam connecting the country’s largest metropolis with the coastal city of Rach Gia, a common gateway to nearby islands like Phu Quoc.
  • D. Ho Chi Minh City – Ca Mau
    Ho Chi Minh City – Ca Mau is a domestic air route in southern Vietnam connecting the country’s largest metropolis with the provincial capital of Ca Mau at the Mekong Delta’s southern tip.
  • E. Rach Gia
    Rach Gia is a coastal city in Vietnam’s Kien Giang Province, known as a gateway to the Gulf of Thailand and nearby islands such as Phu Quoc.
  • 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 Chi Minh City–Da Nang
Triple: [Bamboo Airways, notableRoute, Ho Chi Minh City–Da Nang]
Generated description
Ho Chi Minh City–Da Nang is a major domestic air route in Vietnam connecting the southern metropolis of Ho Chi Minh City with the central coastal city of Da Nang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ho Chi Minh City–Da Nang
Target entity description: Ho Chi Minh City–Da Nang is a major domestic air route in Vietnam connecting the southern metropolis of Ho Chi Minh City with the central coastal city of Da Nang.
  • A. Hanoi–Da Nang
    Hanoi–Da Nang is a major domestic air route in Vietnam connecting the capital city Hanoi with the central coastal city of Da Nang, a key tourism and economic hub.
  • B. Hanoi–Ho Chi Minh City
    Hanoi–Ho Chi Minh City is Vietnam’s busiest and most important domestic air route, linking the nation’s capital in the north with its largest economic hub in the south.
  • C. Ho Chi Minh City – Rach Gia
    Ho Chi Minh City – Rach Gia is a domestic air route in southern Vietnam connecting the country’s largest metropolis with the coastal city of Rach Gia, a common gateway to nearby islands like Phu Quoc.
  • D. Ho Chi Minh City – Ca Mau
    Ho Chi Minh City – Ca Mau is a domestic air route in southern Vietnam connecting the country’s largest metropolis with the provincial capital of Ca Mau at the Mekong Delta’s southern tip.
  • E. Rach Gia
    Rach Gia is a coastal city in Vietnam’s Kien Giang Province, known as a gateway to the Gulf of Thailand and nearby islands such as Phu Quoc.
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe62550908190af882019d68a904a completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce88ec84208190ab72c8411e6cc4c2 completed April 2, 2026, 3:19 p.m.
NEDg Description generation batch_69ce8a9ba0448190ae7637f24b8a8032 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8bda33548190a8f6985a48d65a39 completed April 2, 2026, 3:31 p.m.
Created at: March 30, 2026, 6:15 p.m.