Triple

T8516947
Position Surface form Disambiguated ID Type / Status
Subject Bamboo Airways E201595 entity
Predicate parentOrganization P254 FINISHED
Object FLC Group
FLC Group is a Vietnamese multi-industry conglomerate known for its investments in real estate, hospitality, aviation, and other sectors.
E738930 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: FLC Group | Statement: [Bamboo Airways, parentOrganization, FLC Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FLC Group
Context triple: [Bamboo Airways, parentOrganization, FLC Group]
  • A. Oak View Group
    Oak View Group is a global sports and live entertainment company that develops, owns, and operates arenas and venues, and provides venue management and related services.
  • B. Seven Group Holdings
    Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
  • C. Regal Entertainment Group
    Regal Entertainment Group is one of the largest movie theater chains in the United States, operating multiplex cinemas across the country.
  • D. Poly Real Estate Group
    Poly Real Estate Group is a major Chinese property developer and real estate conglomerate involved in large-scale commercial and cultural projects across China.
  • E. Sorgente Group
    Sorgente Group is an international real estate investment and management company known for owning landmark historic properties.
  • 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: FLC Group
Triple: [Bamboo Airways, parentOrganization, FLC Group]
Generated description
FLC Group is a Vietnamese multi-industry conglomerate known for its investments in real estate, hospitality, aviation, and other sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FLC Group
Target entity description: FLC Group is a Vietnamese multi-industry conglomerate known for its investments in real estate, hospitality, aviation, and other sectors.
  • A. Oak View Group
    Oak View Group is a global sports and live entertainment company that develops, owns, and operates arenas and venues, and provides venue management and related services.
  • B. Seven Group Holdings
    Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
  • C. Regal Entertainment Group
    Regal Entertainment Group is one of the largest movie theater chains in the United States, operating multiplex cinemas across the country.
  • D. Poly Real Estate Group
    Poly Real Estate Group is a major Chinese property developer and real estate conglomerate involved in large-scale commercial and cultural projects across China.
  • E. Sorgente Group
    Sorgente Group is an international real estate investment and management company known for owning landmark historic properties.
  • 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_69ce4e65419481909e787066fd069565 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.