Triple
T5309503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Mellal |
E118986
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Beni Mellal Airport
Beni Mellal Airport is a regional public airport serving the city of Beni Mellal and its surrounding area in central Morocco.
|
E510723
|
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: Beni Mellal Airport | Statement: [Beni Mellal, hasAirport, Beni Mellal Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beni Mellal Airport Context triple: [Beni Mellal, hasAirport, Beni Mellal Airport]
-
A.
Rabat–Salé Airport
Rabat–Salé Airport is the main international airport serving Morocco’s capital region, handling both civilian and military air traffic.
-
B.
Hassan I Airport
Hassan I Airport is the main public airport serving the city of Laayoune in Western Sahara, handling both domestic and limited international flights.
-
C.
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.
-
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.
Oran Ahmed Ben Bella Airport
Oran Ahmed Ben Bella Airport is the main international airport serving the city of Oran in northwestern Algeria.
- 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: Beni Mellal Airport Triple: [Beni Mellal, hasAirport, Beni Mellal Airport]
Generated description
Beni Mellal Airport is a regional public airport serving the city of Beni Mellal and its surrounding area in central Morocco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beni Mellal Airport Target entity description: Beni Mellal Airport is a regional public airport serving the city of Beni Mellal and its surrounding area in central Morocco.
-
A.
Rabat–Salé Airport
Rabat–Salé Airport is the main international airport serving Morocco’s capital region, handling both civilian and military air traffic.
-
B.
Hassan I Airport
Hassan I Airport is the main public airport serving the city of Laayoune in Western Sahara, handling both domestic and limited international flights.
-
C.
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.
-
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.
Oran Ahmed Ben Bella Airport
Oran Ahmed Ben Bella Airport is the main international airport serving the city of Oran in northwestern Algeria.
- 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_69bd446b57bc8190a513d2e6c40314f3 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8532c26c819084f5b8de542cd309 |
completed | March 20, 2026, 5:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10ffb1f08190aba4c1c860085c92 |
completed | March 21, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_69bf14c687908190bafa9f99e10d7698 |
completed | March 21, 2026, 9:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf15675c888190ae8107fdab02aa25 |
completed | March 21, 2026, 10:02 p.m. |
Created at: March 20, 2026, 1:53 p.m.