Triple

T6177573
Position Surface form Disambiguated ID Type / Status
Subject Xi'an Xianyang International Airport E137857 entity
Predicate isHubFor P423 FINISHED
Object Tianjin Airlines
Tianjin Airlines is a Chinese regional and domestic carrier that operates passenger and cargo services across China and select international destinations.
 E579672 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: Tianjin Airlines | Statement: [Xi'an Xianyang International Airport, isHubFor, Tianjin Airlines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tianjin Airlines
Context triple: [Xi'an Xianyang International Airport, isHubFor, Tianjin Airlines]
  • A. 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.
  • B. 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.
  • 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. Donghai Airlines
    Donghai Airlines is a Chinese passenger and cargo airline based in Shenzhen that operates domestic and regional flights.
  • E. Dalian Airlines
    Dalian Airlines is a Chinese regional airline based in Dalian that operates domestic passenger services as a subsidiary of Air China.
  • 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: Tianjin Airlines
Triple: [Xi'an Xianyang International Airport, isHubFor, Tianjin Airlines]
Generated description
Tianjin Airlines is a Chinese regional and domestic carrier that operates passenger and cargo services across China and select international destinations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tianjin Airlines
Target entity description: Tianjin Airlines is a Chinese regional and domestic carrier that operates passenger and cargo services across China and select international destinations.
  • A. 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.
  • B. 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.
  • 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. Donghai Airlines
    Donghai Airlines is a Chinese passenger and cargo airline based in Shenzhen that operates domestic and regional flights.
  • E. Dalian Airlines
    Dalian Airlines is a Chinese regional airline based in Dalian that operates domestic passenger services as a subsidiary of Air China.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05dc87bc48190834042d9c41d5b86 completed March 22, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c243cbd38081909169c57c55696ff6 completed March 24, 2026, 7:57 a.m.
NEDg Description generation batch_69c2a4034f308190b7ad7b068db8d4f3 completed March 24, 2026, 2:47 p.m.
NED2 Entity disambiguation (via description) batch_69c2a4451d7c8190adf75c11c8a1f17d completed March 24, 2026, 2:48 p.m.
Created at: March 22, 2026, 4:18 p.m.