Triple
T10002109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luoyang |
E197350
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Luoyang Beijiao Airport
Luoyang Beijiao Airport is a regional civil airport serving the city of Luoyang in Henan Province, China, handling domestic passenger and cargo flights.
|
E834366
|
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: Luoyang Beijiao Airport | Statement: [Luoyang, hasAirport, Luoyang Beijiao Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luoyang Beijiao Airport Context triple: [Luoyang, hasAirport, Luoyang Beijiao Airport]
-
A.
Zhengzhou Xinzheng International Airport
Zhengzhou Xinzheng International Airport is a major international aviation hub in central China serving the city of Zhengzhou and the wider Henan Province.
-
B.
Ankang Fuqiang Airport
Ankang Fuqiang Airport is a regional civil airport serving the city of Ankang in Shaanxi Province, China, providing passenger and cargo air transport connections.
-
C.
Hanzhong Chenggu Airport
Hanzhong Chenggu Airport is a regional civil airport serving the city of Hanzhong in Shaanxi Province, China, providing domestic passenger and cargo air services.
-
D.
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.
-
E.
Gao International Airport
Gao International Airport is a regional airport serving the city of Gao in eastern Mali, providing both civilian and limited military air services.
- 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: Luoyang Beijiao Airport Triple: [Luoyang, hasAirport, Luoyang Beijiao Airport]
Generated description
Luoyang Beijiao Airport is a regional civil airport serving the city of Luoyang in Henan Province, China, handling domestic passenger and cargo flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luoyang Beijiao Airport Target entity description: Luoyang Beijiao Airport is a regional civil airport serving the city of Luoyang in Henan Province, China, handling domestic passenger and cargo flights.
-
A.
Zhengzhou Xinzheng International Airport
Zhengzhou Xinzheng International Airport is a major international aviation hub in central China serving the city of Zhengzhou and the wider Henan Province.
-
B.
Ankang Fuqiang Airport
Ankang Fuqiang Airport is a regional civil airport serving the city of Ankang in Shaanxi Province, China, providing passenger and cargo air transport connections.
-
C.
Hanzhong Chenggu Airport
Hanzhong Chenggu Airport is a regional civil airport serving the city of Hanzhong in Shaanxi Province, China, providing domestic passenger and cargo air services.
-
D.
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.
-
E.
Gao International Airport
Gao International Airport is a regional airport serving the city of Gao in eastern Mali, providing both civilian and limited military air services.
- 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc9078788190a4e75dd7ff830c63 |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d25857f0988190aebe8951f7c0ef86 |
completed | April 5, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69d2594b5e5081908f7cc4af4d10b4a8 |
completed | April 5, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25a30ad98819084dcd305e709c34d |
completed | April 5, 2026, 12:48 p.m. |
Created at: March 30, 2026, 8:51 p.m.