Triple
T2949225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shijiazhuang |
E79577
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Shijiazhuang Zhengding International Airport
Shijiazhuang Zhengding International Airport is the main international airport serving Shijiazhuang in Hebei Province, China, functioning as a regional aviation hub with both domestic and international flights.
|
E312184
|
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: Shijiazhuang Zhengding International Airport | Statement: [Shijiazhuang, hasAirport, Shijiazhuang Zhengding International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shijiazhuang Zhengding International Airport Context triple: [Shijiazhuang, hasAirport, Shijiazhuang Zhengding International Airport]
-
A.
Tianjin Binhai International Airport
Tianjin Binhai International Airport is a major air transport hub serving the city of Tianjin and the wider Beijing–Tianjin–Hebei region in northern China.
-
B.
Beihai Fucheng Airport
Beihai Fucheng Airport is a regional civil airport serving the coastal city of Beihai in Guangxi, China, providing domestic flights and connections to major Chinese cities.
-
C.
Shiyan Wudangshan Airport
Shiyan Wudangshan Airport is a regional civil airport in Shiyan, Hubei Province, China, serving as an air gateway to the nearby Wudang Mountains, a famous Taoist and tourist destination.
-
D.
Shenyang Taoxian International Airport
Shenyang Taoxian International Airport is the main international airport serving Shenyang and the surrounding region in northeastern China.
-
E.
Xi'an Xianyang International Airport
Xi'an Xianyang International Airport is a major international aviation hub in northwest China serving the city of Xi'an and the surrounding Shaanxi region.
- 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: Shijiazhuang Zhengding International Airport Triple: [Shijiazhuang, hasAirport, Shijiazhuang Zhengding International Airport]
Generated description
Shijiazhuang Zhengding International Airport is the main international airport serving Shijiazhuang in Hebei Province, China, functioning as a regional aviation hub with both domestic and international flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shijiazhuang Zhengding International Airport Target entity description: Shijiazhuang Zhengding International Airport is the main international airport serving Shijiazhuang in Hebei Province, China, functioning as a regional aviation hub with both domestic and international flights.
-
A.
Tianjin Binhai International Airport
Tianjin Binhai International Airport is a major air transport hub serving the city of Tianjin and the wider Beijing–Tianjin–Hebei region in northern China.
-
B.
Beihai Fucheng Airport
Beihai Fucheng Airport is a regional civil airport serving the coastal city of Beihai in Guangxi, China, providing domestic flights and connections to major Chinese cities.
-
C.
Shiyan Wudangshan Airport
Shiyan Wudangshan Airport is a regional civil airport in Shiyan, Hubei Province, China, serving as an air gateway to the nearby Wudang Mountains, a famous Taoist and tourist destination.
-
D.
Shenyang Taoxian International Airport
Shenyang Taoxian International Airport is the main international airport serving Shenyang and the surrounding region in northeastern China.
-
E.
Xi'an Xianyang International Airport
Xi'an Xianyang International Airport is a major international aviation hub in northwest China serving the city of Xi'an and the surrounding Shaanxi region.
- 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_69ad8b1089588190b74d9e2505e45762 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98f95da88190a036a18f39f221c2 |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0869732d08190bdb6f6c76411ade1 |
completed | March 10, 2026, 9:01 p.m. |
| NEDg | Description generation | batch_69b0d2f9eef48190a3c4ad05251bdfdd |
completed | March 11, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d358b3d0819087bf309f8a6a06c2 |
completed | March 11, 2026, 2:28 a.m. |
Created at: March 8, 2026, 2:57 p.m.