Triple
T12871616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air Algérie |
E307862
|
entity |
| Predicate | focusCity |
P164
|
FINISHED |
| Object |
Ghardaïa Noumérat – Moufdi Zakaria Airport
Ghardaïa Noumérat – Moufdi Zakaria Airport is a public airport serving the city of Ghardaïa in Algeria’s Sahara region, providing regional and domestic air connections.
|
E1031897
|
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: Ghardaïa Noumérat – Moufdi Zakaria Airport | Statement: [Air Algérie, focusCity, Ghardaïa Noumérat – Moufdi Zakaria Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghardaïa Noumérat – Moufdi Zakaria Airport Context triple: [Air Algérie, focusCity, Ghardaïa Noumérat – Moufdi Zakaria Airport]
-
A.
Ghadames Airport
Ghadames Airport is a regional airport in western Libya that serves the historic oasis town of Ghadames and connects it to the country’s broader air transport network.
-
B.
Béchar Boudghene Ben Ali Lotfi Airport
Béchar Boudghene Ben Ali Lotfi Airport is a public airport serving the city of Béchar in southwestern Algeria, providing regional and domestic air connections.
-
C.
Oujda Angads Airport
Oujda Angads Airport is an international airport serving the city of Oujda in northeastern Morocco, handling both domestic and international passenger flights.
-
D.
Fez–Saïss Airport
Fez–Saïss Airport is an international airport serving the city of Fez and the surrounding Fès-Meknès region in Morocco.
-
E.
Tlemcen Zenata – Messali El Hadj Airport
Tlemcen Zenata – Messali El Hadj Airport is a public airport in western Algeria serving the city of Tlemcen and the surrounding region with domestic and limited 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: Ghardaïa Noumérat – Moufdi Zakaria Airport Triple: [Air Algérie, focusCity, Ghardaïa Noumérat – Moufdi Zakaria Airport]
Generated description
Ghardaïa Noumérat – Moufdi Zakaria Airport is a public airport serving the city of Ghardaïa in Algeria’s Sahara region, providing regional and domestic air connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghardaïa Noumérat – Moufdi Zakaria Airport Target entity description: Ghardaïa Noumérat – Moufdi Zakaria Airport is a public airport serving the city of Ghardaïa in Algeria’s Sahara region, providing regional and domestic air connections.
-
A.
Ghadames Airport
Ghadames Airport is a regional airport in western Libya that serves the historic oasis town of Ghadames and connects it to the country’s broader air transport network.
-
B.
Béchar Boudghene Ben Ali Lotfi Airport
Béchar Boudghene Ben Ali Lotfi Airport is a public airport serving the city of Béchar in southwestern Algeria, providing regional and domestic air connections.
-
C.
Oujda Angads Airport
Oujda Angads Airport is an international airport serving the city of Oujda in northeastern Morocco, handling both domestic and international passenger flights.
-
D.
Fez–Saïss Airport
Fez–Saïss Airport is an international airport serving the city of Fez and the surrounding Fès-Meknès region in Morocco.
-
E.
Tlemcen Zenata – Messali El Hadj Airport
Tlemcen Zenata – Messali El Hadj Airport is a public airport in western Algeria serving the city of Tlemcen and the surrounding region with domestic and limited 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_69d7bdf69bc48190af6c2621f28ca351 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d970905784819091631161a9de98c5 |
completed | April 10, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716b63ad481909eb461d923f0d0c2 |
completed | May 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69f7179da5488190a10acadbf60ea470 |
completed | May 3, 2026, 9:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f71847e7308190ac6f59a7dcafa452 |
completed | May 3, 2026, 9:41 a.m. |
Created at: April 9, 2026, 5:38 p.m.