Triple
T21315547
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guelmim |
E525459
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object | Guelmim Airport |
—
|
NE NERFINISHED |
How this triple was built (3 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: Guelmim Airport | Statement: [Guelmim, hasAirport, Guelmim Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guelmim Airport Context triple: [Guelmim, hasAirport, Guelmim Airport]
-
A.
Beni Mellal Airport
Beni Mellal Airport is a regional public airport serving the city of Beni Mellal and its surrounding area in central Morocco.
-
B.
Agadir–Al Massira Airport
Agadir–Al Massira Airport is the main international airport serving the coastal city of Agadir in southwestern Morocco, handling both tourist and domestic air traffic.
-
C.
Ouarzazate Airport
Ouarzazate Airport is a regional airport in southern Morocco that serves the city of Ouarzazate and supports its role as a major film production hub and tourist gateway to the Sahara.
-
D.
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.
-
E.
Rabat–Salé Airport
Rabat–Salé Airport is the main international airport serving Morocco’s capital region, handling both civilian and military air traffic.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guelmim Airport Target entity description: Guelmim Airport is a regional public airport in southern Morocco that serves the city of Guelmim and its surrounding area.
-
A.
Beni Mellal Airport
Beni Mellal Airport is a regional public airport serving the city of Beni Mellal and its surrounding area in central Morocco.
-
B.
Agadir–Al Massira Airport
Agadir–Al Massira Airport is the main international airport serving the coastal city of Agadir in southwestern Morocco, handling both tourist and domestic air traffic.
-
C.
Ouarzazate Airport
Ouarzazate Airport is a regional airport in southern Morocco that serves the city of Ouarzazate and supports its role as a major film production hub and tourist gateway to the Sahara.
-
D.
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.
-
E.
Rabat–Salé Airport
Rabat–Salé Airport is the main international airport serving Morocco’s capital region, handling both civilian and military air traffic.
- F. None of above. chosen
Provenance (2 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_69e0b51ad810819098c12392c8e55f6c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e75dcf2534819097abbb2e9559e791 |
completed | April 21, 2026, 11:21 a.m. |
Created at: April 16, 2026, 4:28 p.m.