Triple
T19686901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agadir–Marrakesh highway |
E472733
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Moroccan motorway network |
—
|
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: Moroccan motorway network | Statement: [Agadir–Marrakesh highway, partOf, Moroccan motorway network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moroccan motorway network Context triple: [Agadir–Marrakesh highway, partOf, Moroccan motorway network]
-
A.
Agadir–Marrakesh highway
The Agadir–Marrakesh highway is a major Moroccan motorway linking the Atlantic coastal city of Agadir with the inland tourist and economic hub of Marrakesh, facilitating regional travel and trade in southern Morocco.
-
B.
Casablanca–Rabat highway
The Casablanca–Rabat highway is a major Moroccan motorway linking the country’s largest city, Casablanca, with its capital, Rabat, and serving key coastal towns along the Atlantic corridor.
-
C.
Agadir–Tiznit road
The Agadir–Tiznit road is a key regional highway in southern Morocco that links the coastal city of Agadir with the town of Tiznit, supporting local trade, tourism, and access to the surrounding Souss-Massa region.
-
D.
Moroccan railway network
The Moroccan railway network is the national rail system of Morocco, connecting major cities and regions with passenger and freight services, including high-speed lines like the Al Boraq route between Tangier and Casablanca.
-
E.
Algiers–Oran coastal road
The Algiers–Oran coastal road is a major highway running along Algeria’s Mediterranean coast, linking the capital Algiers with the important port city of Oran and serving numerous coastal communities and tourist areas.
- 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: Moroccan motorway network Target entity description: The Moroccan motorway network is a national system of high-capacity, toll-based expressways connecting major cities and economic hubs across Morocco.
-
A.
Agadir–Marrakesh highway
The Agadir–Marrakesh highway is a major Moroccan motorway linking the Atlantic coastal city of Agadir with the inland tourist and economic hub of Marrakesh, facilitating regional travel and trade in southern Morocco.
-
B.
Casablanca–Rabat highway
The Casablanca–Rabat highway is a major Moroccan motorway linking the country’s largest city, Casablanca, with its capital, Rabat, and serving key coastal towns along the Atlantic corridor.
-
C.
Agadir–Tiznit road
The Agadir–Tiznit road is a key regional highway in southern Morocco that links the coastal city of Agadir with the town of Tiznit, supporting local trade, tourism, and access to the surrounding Souss-Massa region.
-
D.
Moroccan railway network
The Moroccan railway network is the national rail system of Morocco, connecting major cities and regions with passenger and freight services, including high-speed lines like the Al Boraq route between Tangier and Casablanca.
-
E.
Algiers–Oran coastal road
The Algiers–Oran coastal road is a major highway running along Algeria’s Mediterranean coast, linking the capital Algiers with the important port city of Oran and serving numerous coastal communities and tourist areas.
- 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_69d8e515bef88190bc30781aea50537a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6420c3f50819082b64b1fa4335e56 |
completed | April 20, 2026, 3:11 p.m. |
Created at: April 10, 2026, 1:45 p.m.