Triple

T7487259
Position Surface form Disambiguated ID Type / Status
Subject China Southern Air Holding Company E176912 entity
Predicate controls P760 FINISHED
Object Hebei Airlines
Hebei Airlines is a Chinese regional airline based in Hebei Province that operates domestic passenger services as part of the China Southern Airlines group.
 E667669 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: Hebei Airlines | Statement: [China Southern Air Holding Company, controls, Hebei Airlines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hebei Airlines
Context triple: [China Southern Air Holding Company, controls, Hebei Airlines]
  • A. Tianjin Airlines
    Tianjin Airlines is a Chinese regional and domestic carrier that operates passenger and cargo services across China and select international destinations.
  • B. Donghai Airlines
    Donghai Airlines is a Chinese passenger and cargo airline based in Shenzhen that operates domestic and regional flights.
  • 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. Beijing Capital Airlines
    Beijing Capital Airlines is a Chinese airline based in Beijing that operates domestic and international passenger services as a subsidiary of Hainan Airlines.
  • E. Shanghai Airlines
    Shanghai Airlines is a Chinese airline based in Shanghai that operates domestic and international passenger flights as a subsidiary of China Eastern Airlines.
  • 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: Hebei Airlines
Triple: [China Southern Air Holding Company, controls, Hebei Airlines]
Generated description
Hebei Airlines is a Chinese regional airline based in Hebei Province that operates domestic passenger services as part of the China Southern Airlines group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hebei Airlines
Target entity description: Hebei Airlines is a Chinese regional airline based in Hebei Province that operates domestic passenger services as part of the China Southern Airlines group.
  • A. Tianjin Airlines
    Tianjin Airlines is a Chinese regional and domestic carrier that operates passenger and cargo services across China and select international destinations.
  • B. Donghai Airlines
    Donghai Airlines is a Chinese passenger and cargo airline based in Shenzhen that operates domestic and regional flights.
  • 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. Beijing Capital Airlines
    Beijing Capital Airlines is a Chinese airline based in Beijing that operates domestic and international passenger services as a subsidiary of Hainan Airlines.
  • E. Shanghai Airlines
    Shanghai Airlines is a Chinese airline based in Shanghai that operates domestic and international passenger flights as a subsidiary of China Eastern Airlines.
  • 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_69c69f24ac508190bb98fe927c0bd065 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5582adc81908b68439762965d88 completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c6d7dc08190b5d030e3eff9b108 completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83d7100f081909e69801db3628c30 completed March 28, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69c83dc9102881908e17512d3a14990a completed March 28, 2026, 8:44 p.m.
Created at: March 27, 2026, 3:43 p.m.