Triple
T17093731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Boraq |
E414786
|
entity |
| Predicate | primaryRoute |
P6298
|
FINISHED |
| Object |
Tangier–Kenitra–Rabat–Casablanca
Tangier–Kenitra–Rabat–Casablanca is the main high-speed rail corridor in Morocco linking the northern city of Tangier with the capital Rabat and the economic hub Casablanca via Kenitra.
|
E1253150
|
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: Tangier–Kenitra–Rabat–Casablanca | Statement: [Al Boraq, primaryRoute, Tangier–Kenitra–Rabat–Casablanca]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tangier–Kenitra–Rabat–Casablanca Context triple: [Al Boraq, primaryRoute, Tangier–Kenitra–Rabat–Casablanca]
-
A.
Rabat and Salé
Rabat and Salé are two historically significant, closely linked Moroccan cities on the Atlantic coast, facing each other across the Bou Regreg River.
-
B.
Tangier-Tetouan-Al Hoceima
Tangier-Tetouan-Al Hoceima is a northern Moroccan administrative region along the Mediterranean and Atlantic coasts, known for its historic cities like Tangier and Tetouan, Rif mountain landscapes, and significant cultural and economic ties to Europe.
-
C.
Tanger-Assilah
Tanger-Assilah is a coastal prefecture in northern Morocco that includes parts of the historic city of Tangier and the nearby town of Asilah, known for its cultural heritage and seaside tourism.
-
D.
Rabat-Salé-Kénitra
Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and the important cities of Salé and Kénitra.
-
E.
Beni Mellal
Beni Mellal is a major city in central Morocco known for its agricultural importance and its location at the foot of the Middle Atlas mountains.
- 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: Tangier–Kenitra–Rabat–Casablanca Triple: [Al Boraq, primaryRoute, Tangier–Kenitra–Rabat–Casablanca]
Generated description
Tangier–Kenitra–Rabat–Casablanca is the main high-speed rail corridor in Morocco linking the northern city of Tangier with the capital Rabat and the economic hub Casablanca via Kenitra.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tangier–Kenitra–Rabat–Casablanca Target entity description: Tangier–Kenitra–Rabat–Casablanca is the main high-speed rail corridor in Morocco linking the northern city of Tangier with the capital Rabat and the economic hub Casablanca via Kenitra.
-
A.
Rabat and Salé
Rabat and Salé are two historically significant, closely linked Moroccan cities on the Atlantic coast, facing each other across the Bou Regreg River.
-
B.
Tangier-Tetouan-Al Hoceima
Tangier-Tetouan-Al Hoceima is a northern Moroccan administrative region along the Mediterranean and Atlantic coasts, known for its historic cities like Tangier and Tetouan, Rif mountain landscapes, and significant cultural and economic ties to Europe.
-
C.
Tanger-Assilah
Tanger-Assilah is a coastal prefecture in northern Morocco that includes parts of the historic city of Tangier and the nearby town of Asilah, known for its cultural heritage and seaside tourism.
-
D.
Rabat-Salé-Kénitra
Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and the important cities of Salé and Kénitra.
-
E.
Beni Mellal
Beni Mellal is a major city in central Morocco known for its agricultural importance and its location at the foot of the Middle Atlas mountains.
- 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_69d886cfc8e88190b05ba466edd35591 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbfb89348190942984037bd3bd2e |
completed | April 18, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0141422d6c819086dc98988c0851d9 |
completed | May 11, 2026, 2:38 a.m. |
| NEDg | Description generation | batch_6a01437dd094819093603356fa2c2582 |
completed | May 11, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014416c6a08190aeca937990d2b5a2 |
completed | May 11, 2026, 2:51 a.m. |
Created at: April 10, 2026, 5:35 a.m.