Triple
T1820297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khartoum International Airport |
E40523
|
entity |
| Predicate | servesAsHubFor |
P423
|
FINISHED |
| Object |
Sudan Airways
Sudan Airways is the national flag carrier airline of Sudan, operating domestic and international flights primarily across Africa and the Middle East.
|
E205781
|
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: Sudan Airways | Statement: [Khartoum International Airport, servesAsHubFor, Sudan Airways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sudan Airways Context triple: [Khartoum International Airport, servesAsHubFor, Sudan Airways]
-
A.
Nile Air
Nile Air is a privately owned Egyptian airline that operates domestic and regional flights across the Middle East, North Africa, and parts of Europe.
-
B.
East African Airways
East African Airways was a former multinational airline jointly owned by Kenya, Tanzania, and Uganda that operated regional and international flights across Africa and beyond until its dissolution in the 1970s.
-
C.
Sudan Civil Aviation Authority
The Sudan Civil Aviation Authority is the national regulatory body responsible for overseeing and managing civil aviation activities and infrastructure across Sudan.
-
D.
Ethiopian Airlines
Ethiopian Airlines is the flag carrier of Ethiopia and one of Africa’s largest and fastest-growing airlines, operating an extensive international and domestic network from its hub in Addis Ababa.
-
E.
Middle East Airlines
Middle East Airlines is the national flag carrier of Lebanon, operating regional and international flights primarily from its hub at Beirut–Rafic Hariri International Airport.
- 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: Sudan Airways Triple: [Khartoum International Airport, servesAsHubFor, Sudan Airways]
Generated description
Sudan Airways is the national flag carrier airline of Sudan, operating domestic and international flights primarily across Africa and the Middle East.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sudan Airways Target entity description: Sudan Airways is the national flag carrier airline of Sudan, operating domestic and international flights primarily across Africa and the Middle East.
-
A.
Nile Air
Nile Air is a privately owned Egyptian airline that operates domestic and regional flights across the Middle East, North Africa, and parts of Europe.
-
B.
East African Airways
East African Airways was a former multinational airline jointly owned by Kenya, Tanzania, and Uganda that operated regional and international flights across Africa and beyond until its dissolution in the 1970s.
-
C.
Sudan Civil Aviation Authority
The Sudan Civil Aviation Authority is the national regulatory body responsible for overseeing and managing civil aviation activities and infrastructure across Sudan.
-
D.
Ethiopian Airlines
Ethiopian Airlines is the flag carrier of Ethiopia and one of Africa’s largest and fastest-growing airlines, operating an extensive international and domestic network from its hub in Addis Ababa.
-
E.
Middle East Airlines
Middle East Airlines is the national flag carrier of Lebanon, operating regional and international flights primarily from its hub at Beirut–Rafic Hariri International Airport.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f9f32c819084948e7ce7fa6f2e |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9ac97e081908ab1d30fa41c3e9b |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcb1466788190bdcb50107d838f83 |
completed | March 8, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adcbf5b0b881909d43c748034481f4 |
completed | March 8, 2026, 7:20 p.m. |
Created at: March 4, 2026, 7:32 p.m.