Triple
T6322584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qinhuangdao |
E141777
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Qinhuangdao Beidaihe Airport
Qinhuangdao Beidaihe Airport is a regional civil airport serving the coastal city of Qinhuangdao in Hebei Province, China, handling domestic passenger flights and supporting local tourism and transportation.
|
E585191
|
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: Qinhuangdao Beidaihe Airport | Statement: [Qinhuangdao, hasAirport, Qinhuangdao Beidaihe Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qinhuangdao Beidaihe Airport Context triple: [Qinhuangdao, hasAirport, Qinhuangdao Beidaihe Airport]
-
A.
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.
-
B.
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.
-
C.
Weihai Dashuibo Airport
Weihai Dashuibo Airport is a regional civil airport serving the coastal city of Weihai on China’s Shandong Peninsula.
-
D.
Beijing Nanyuan Airport
Beijing Nanyuan Airport was a historic, now-closed airport in southern Beijing that primarily handled domestic flights and served as a military-civilian facility.
-
E.
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.
- 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: Qinhuangdao Beidaihe Airport Triple: [Qinhuangdao, hasAirport, Qinhuangdao Beidaihe Airport]
Generated description
Qinhuangdao Beidaihe Airport is a regional civil airport serving the coastal city of Qinhuangdao in Hebei Province, China, handling domestic passenger flights and supporting local tourism and transportation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qinhuangdao Beidaihe Airport Target entity description: Qinhuangdao Beidaihe Airport is a regional civil airport serving the coastal city of Qinhuangdao in Hebei Province, China, handling domestic passenger flights and supporting local tourism and transportation.
-
A.
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.
-
B.
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.
-
C.
Weihai Dashuibo Airport
Weihai Dashuibo Airport is a regional civil airport serving the coastal city of Weihai on China’s Shandong Peninsula.
-
D.
Beijing Nanyuan Airport
Beijing Nanyuan Airport was a historic, now-closed airport in southern Beijing that primarily handled domestic flights and served as a military-civilian facility.
-
E.
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.
- 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_69c008d201748190917e69c41ba3f978 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c064e38f1c81909c7e90b520602bae |
completed | March 22, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5e48a8c5c819099f21fdff1ce43f3 |
completed | March 27, 2026, 1:59 a.m. |
| NEDg | Description generation | batch_69c5f8b0e0e48190896cc2abc6b26b89 |
completed | March 27, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5f92a87148190b3c38f312a4901a4 |
completed | March 27, 2026, 3:27 a.m. |
Created at: March 22, 2026, 4:29 p.m.