Triple
T14996675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lanzhou Zhongchuan International Airport |
E373974
|
entity |
| Predicate | isHubFor |
P423
|
FINISHED |
| Object |
Qingdao Airlines
Qingdao Airlines is a Chinese regional airline that operates domestic passenger services across China.
|
E1146083
|
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: Qingdao Airlines | Statement: [Lanzhou Zhongchuan International Airport, isHubFor, Qingdao Airlines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qingdao Airlines Context triple: [Lanzhou Zhongchuan International Airport, isHubFor, Qingdao Airlines]
-
A.
Shandong Airlines
Shandong Airlines is a Chinese regional airline based in Shandong Province that operates domestic and limited international flights as part of the Air China Group.
-
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.
Donghai Airlines
Donghai Airlines is a Chinese passenger and cargo airline based in Shenzhen that operates domestic and regional flights.
-
D.
Dalian Airlines
Dalian Airlines is a Chinese regional airline based in Dalian that operates domestic passenger services as a subsidiary of Air China.
-
E.
Tianjin Airlines
Tianjin Airlines is a Chinese regional and domestic carrier that operates passenger and cargo services across China and select international 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: Qingdao Airlines Triple: [Lanzhou Zhongchuan International Airport, isHubFor, Qingdao Airlines]
Generated description
Qingdao Airlines is a Chinese regional airline that operates domestic passenger services across China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qingdao Airlines Target entity description: Qingdao Airlines is a Chinese regional airline that operates domestic passenger services across China.
-
A.
Shandong Airlines
Shandong Airlines is a Chinese regional airline based in Shandong Province that operates domestic and limited international flights as part of the Air China Group.
-
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.
Donghai Airlines
Donghai Airlines is a Chinese passenger and cargo airline based in Shenzhen that operates domestic and regional flights.
-
D.
Dalian Airlines
Dalian Airlines is a Chinese regional airline based in Dalian that operates domestic passenger services as a subsidiary of Air China.
-
E.
Tianjin Airlines
Tianjin Airlines is a Chinese regional and domestic carrier that operates passenger and cargo services across China and select international 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_69d85ccc84388190aa151e5173370c8d |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded718e4288190b5e144f82299a194 |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5e0ed148190bd357be922fe8319 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6db0e30819080ac51f35adb64d5 |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee74980a48190ae6054c3feabcf0e |
completed | May 9, 2026, 7:50 a.m. |
Created at: April 10, 2026, 2:53 a.m.