Triple
T14996681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lanzhou Zhongchuan International Airport |
E373974
|
entity |
| Predicate | isHubFor |
P423
|
FINISHED |
| Object |
YTO Cargo Airlines
YTO Cargo Airlines is a Chinese cargo airline that operates domestic and international freight services as part of the YTO Express logistics network.
|
E1133730
|
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: YTO Cargo Airlines | Statement: [Lanzhou Zhongchuan International Airport, isHubFor, YTO Cargo Airlines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: YTO Cargo Airlines Context triple: [Lanzhou Zhongchuan International Airport, isHubFor, YTO Cargo Airlines]
-
A.
Northern Air Cargo
Northern Air Cargo is an Alaska-based cargo airline specializing in freight services across Alaska and to destinations in the continental United States.
-
B.
China Express Airlines
China Express Airlines is a Chinese regional carrier that operates domestic and short-haul international flights, primarily serving smaller cities and regional airports across China.
-
C.
Maximus Air Cargo
Maximus Air Cargo is a UAE-based cargo airline specializing in outsized and heavy-lift air freight operations.
-
D.
Singapore Airlines Cargo
Singapore Airlines Cargo is the dedicated air freight division of Singapore Airlines, operating a global network of cargo services using both freighter aircraft and bellyhold capacity on passenger flights.
-
E.
Cham Wings Airlines
Cham Wings Airlines is a privately owned Syrian airline based in Damascus that operates regional and international passenger flights, often serving as an alternative to the state carrier Syrian Air.
- 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: YTO Cargo Airlines Triple: [Lanzhou Zhongchuan International Airport, isHubFor, YTO Cargo Airlines]
Generated description
YTO Cargo Airlines is a Chinese cargo airline that operates domestic and international freight services as part of the YTO Express logistics network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: YTO Cargo Airlines Target entity description: YTO Cargo Airlines is a Chinese cargo airline that operates domestic and international freight services as part of the YTO Express logistics network.
-
A.
Northern Air Cargo
Northern Air Cargo is an Alaska-based cargo airline specializing in freight services across Alaska and to destinations in the continental United States.
-
B.
China Express Airlines
China Express Airlines is a Chinese regional carrier that operates domestic and short-haul international flights, primarily serving smaller cities and regional airports across China.
-
C.
Maximus Air Cargo
Maximus Air Cargo is a UAE-based cargo airline specializing in outsized and heavy-lift air freight operations.
-
D.
Singapore Airlines Cargo
Singapore Airlines Cargo is the dedicated air freight division of Singapore Airlines, operating a global network of cargo services using both freighter aircraft and bellyhold capacity on passenger flights.
-
E.
Cham Wings Airlines
Cham Wings Airlines is a privately owned Syrian airline based in Damascus that operates regional and international passenger flights, often serving as an alternative to the state carrier Syrian Air.
- 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_69fe9dc7f4b48190b95af06d443fa37c |
completed | May 9, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fea0791f1c81908dcad401fa3ac245 |
completed | May 9, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea11a35a88190a5ad6f261fd2d9dc |
completed | May 9, 2026, 2:51 a.m. |
Created at: April 10, 2026, 2:53 a.m.