Triple
T681425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Air Maroc |
E13189
|
entity |
| Predicate | focusCity |
P164
|
FINISHED |
| Object |
Marrakesh Menara Airport
Marrakesh Menara Airport is a major international airport in Marrakesh, Morocco, serving as a key gateway for tourists visiting the city and surrounding region.
|
E89547
|
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: Marrakesh Menara Airport | Statement: [Royal Air Maroc, focusCity, Marrakesh Menara Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marrakesh Menara Airport Context triple: [Royal Air Maroc, focusCity, Marrakesh Menara 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.
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.
-
C.
Houari Boumediene Airport
Houari Boumediene Airport is the main international airport serving Algiers and one of the busiest aviation hubs in Algeria.
-
D.
Marrakesh
Marrakesh is a historic and vibrant city in western Morocco, renowned for its bustling medina, iconic red sandstone architecture, and rich cultural heritage.
-
E.
Tunis–Carthage International Airport
Tunis–Carthage International Airport is the main international gateway to Tunisia, serving the capital city and surrounding region with passenger and cargo 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: Marrakesh Menara Airport Triple: [Royal Air Maroc, focusCity, Marrakesh Menara Airport]
Generated description
Marrakesh Menara Airport is a major international airport in Marrakesh, Morocco, serving as a key gateway for tourists visiting the city and surrounding region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marrakesh Menara Airport Target entity description: Marrakesh Menara Airport is a major international airport in Marrakesh, Morocco, serving as a key gateway for tourists visiting the city and surrounding region.
-
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.
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.
-
C.
Houari Boumediene Airport
Houari Boumediene Airport is the main international airport serving Algiers and one of the busiest aviation hubs in Algeria.
-
D.
Marrakesh
Marrakesh is a historic and vibrant city in western Morocco, renowned for its bustling medina, iconic red sandstone architecture, and rich cultural heritage.
-
E.
Tunis–Carthage International Airport
Tunis–Carthage International Airport is the main international gateway to Tunisia, serving the capital city and surrounding region with passenger and cargo 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a06e294c8190873116a3253e04f9 |
completed | March 1, 2026, 8:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a654d806f08190a8e19f0918f23eb7 |
completed | March 3, 2026, 3:26 a.m. |
| NEDg | Description generation | batch_69a65b3d6e60819084b3b1e75a5710be |
completed | March 3, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a65bbdedb081909b10366eabca5f16 |
completed | March 3, 2026, 3:55 a.m. |
Created at: March 1, 2026, 7:36 p.m.