Triple
T2353923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Gabriel Mugabe International Airport |
E47510
|
entity |
| Predicate | hubFor |
P423
|
FINISHED |
| Object |
Air Zimbabwe
Air Zimbabwe is the national flag carrier airline of Zimbabwe, operating domestic, regional, and limited international flights.
|
E257668
|
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: Air Zimbabwe | Statement: [Robert Gabriel Mugabe International Airport, hubFor, Air Zimbabwe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Zimbabwe Context triple: [Robert Gabriel Mugabe International Airport, hubFor, Air Zimbabwe]
-
A.
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.
-
B.
South African Airways
South African Airways is the flag carrier airline of South Africa, operating domestic and international flights primarily from its hub in Johannesburg.
-
C.
Congo Airways
Congo Airways is the state-owned flag carrier airline of the Democratic Republic of the Congo, operating domestic and regional passenger services.
-
D.
Kenya Airways
Kenya Airways is the flag carrier airline of Kenya, operating an extensive network of passenger and cargo flights across Africa and to destinations worldwide.
-
E.
Air Mauritius
Air Mauritius is the flag carrier airline of Mauritius, operating regional and long-haul flights primarily from its hub at Sir Seewoosagur Ramgoolam 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: Air Zimbabwe Triple: [Robert Gabriel Mugabe International Airport, hubFor, Air Zimbabwe]
Generated description
Air Zimbabwe is the national flag carrier airline of Zimbabwe, operating domestic, regional, and limited international flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Air Zimbabwe Target entity description: Air Zimbabwe is the national flag carrier airline of Zimbabwe, operating domestic, regional, and limited international flights.
-
A.
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.
-
B.
South African Airways
South African Airways is the flag carrier airline of South Africa, operating domestic and international flights primarily from its hub in Johannesburg.
-
C.
Congo Airways
Congo Airways is the state-owned flag carrier airline of the Democratic Republic of the Congo, operating domestic and regional passenger services.
-
D.
Kenya Airways
Kenya Airways is the flag carrier airline of Kenya, operating an extensive network of passenger and cargo flights across Africa and to destinations worldwide.
-
E.
Air Mauritius
Air Mauritius is the flag carrier airline of Mauritius, operating regional and long-haul flights primarily from its hub at Sir Seewoosagur Ramgoolam 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc6fa6ecc8190821c9d5db341cf19 |
completed | March 7, 2026, 6:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae9633ce3c81908581e7e0f8211ac1 |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae971aa3bc8190b0b8b216106dca90 |
completed | March 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9795cf048190bc7a01ef86c12138 |
completed | March 9, 2026, 9:49 a.m. |
Created at: March 4, 2026, 7:54 p.m.