Triple

T7019080
Position Surface form Disambiguated ID Type / Status
Subject Kunming Changshui International Airport E162772 entity
Predicate isHubFor P423 FINISHED
Object Ruili Airlines
Ruili Airlines is a Chinese low-cost carrier based in Yunnan Province that operates domestic and regional flights, particularly serving routes in southwestern China and nearby countries.
 E668031 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: Ruili Airlines | Statement: [Kunming Changshui International Airport, isHubFor, Ruili Airlines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ruili Airlines
Context triple: [Kunming Changshui International Airport, isHubFor, Ruili Airlines]
  • A. Kunming Airlines
    Kunming Airlines is a Chinese domestic carrier based in Kunming, Yunnan Province, operating passenger and cargo services to destinations across China.
  • B. Loong Air
    Loong Air is a Chinese passenger and cargo airline based in Hangzhou that operates domestic and regional routes across Asia.
  • C. Hainan Airlines
    Hainan Airlines is a major Chinese airline headquartered in Haikou, known for its extensive domestic and international route network and high service quality ratings.
  • D. Mandarin Airlines
    Mandarin Airlines is a Taiwanese regional airline that operates domestic and short-haul international flights, primarily serving secondary routes within Taiwan and nearby Asian destinations.
  • E. Juneyao Air
    Juneyao Air is a Chinese full-service airline based in Shanghai that operates domestic and international flights, primarily across Asia and to select long-haul destinations.
  • 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: Ruili Airlines
Triple: [Kunming Changshui International Airport, isHubFor, Ruili Airlines]
Generated description
Ruili Airlines is a Chinese low-cost carrier based in Yunnan Province that operates domestic and regional flights, particularly serving routes in southwestern China and nearby countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ruili Airlines
Target entity description: Ruili Airlines is a Chinese low-cost carrier based in Yunnan Province that operates domestic and regional flights, particularly serving routes in southwestern China and nearby countries.
  • A. Kunming Airlines
    Kunming Airlines is a Chinese domestic carrier based in Kunming, Yunnan Province, operating passenger and cargo services to destinations across China.
  • B. Loong Air
    Loong Air is a Chinese passenger and cargo airline based in Hangzhou that operates domestic and regional routes across Asia.
  • C. Hainan Airlines
    Hainan Airlines is a major Chinese airline headquartered in Haikou, known for its extensive domestic and international route network and high service quality ratings.
  • D. Mandarin Airlines
    Mandarin Airlines is a Taiwanese regional airline that operates domestic and short-haul international flights, primarily serving secondary routes within Taiwan and nearby Asian destinations.
  • E. Juneyao Air
    Juneyao Air is a Chinese full-service airline based in Shanghai that operates domestic and international flights, primarily across Asia and to select long-haul destinations.
  • 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_69c6885a127c8190867b059bdccf13ff completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1e8e36c81908c95a8181781cda4 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c3c1a408190b2f3cdcf0eea43c7 completed March 28, 2026, 8:38 p.m.
NEDg Description generation batch_69c83d7f7ad081908dc5ac72b0b51627 completed March 28, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69c83de0163c8190a16ea88ef24269d9 completed March 28, 2026, 8:45 p.m.
Created at: March 27, 2026, 2:34 p.m.