Triple
T1162635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marrakesh |
E24526
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object | Marrakesh Menara Airport |
E89547
|
NE FINISHED |
How this triple was built (2 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: Marrakesh Menara Airport | Statement: [Marrakesh, servedBy, Marrakesh Menara Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marrakesh Menara Airport Context triple: [Marrakesh, servedBy, Marrakesh Menara Airport]
-
A.
Marrakesh Menara Airport
chosen
Marrakesh Menara Airport is a major international airport in Marrakesh, Morocco, serving as a key gateway for tourists visiting the city and surrounding region.
-
B.
Rabat–Salé Airport
Rabat–Salé Airport is the main international airport serving Morocco’s capital region, handling both civilian and military air traffic.
-
C.
Mohammed V International Airport
Mohammed V International Airport is the primary international gateway to Casablanca and one of Morocco’s busiest and most important airports.
-
D.
Tangier Ibn Battouta Airport
Tangier Ibn Battouta Airport is an international airport serving the city of Tangier in northern Morocco, named after the famous Moroccan explorer Ibn Battuta.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a494060e148190abb42f971242c197 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bcb2bb84819088bd94e91c10fb0c |
completed | March 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac66803e0881908d2eea76dad028fa |
completed | March 7, 2026, 5:55 p.m. |
Created at: March 1, 2026, 7:45 p.m.