Triple
T10345265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skhirat |
E243727
|
entity |
| Predicate | transportConnection |
P1298
|
FINISHED |
| Object |
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.
|
E857289
|
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: Casablanca–Rabat highway | Statement: [Skhirat, transportConnection, Casablanca–Rabat highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Casablanca–Rabat highway Context triple: [Skhirat, transportConnection, Casablanca–Rabat highway]
-
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.
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.
-
C.
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.
-
D.
Algiers–Constantine corridor
The Algiers–Constantine corridor is a major urban and transportation axis in northern Algeria linking the capital Algiers with the eastern city of Constantine and the intermediate coastal and inland regions.
-
E.
Mecca–Arafat highway
The Mecca–Arafat highway is a major road in Saudi Arabia that carries large numbers of pilgrims between the holy city of Mecca and the plain of Arafat during the Hajj.
- 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: Casablanca–Rabat highway Triple: [Skhirat, transportConnection, Casablanca–Rabat highway]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Casablanca–Rabat highway Target entity description: 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.
-
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.
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.
-
C.
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.
-
D.
Algiers–Constantine corridor
The Algiers–Constantine corridor is a major urban and transportation axis in northern Algeria linking the capital Algiers with the eastern city of Constantine and the intermediate coastal and inland regions.
-
E.
Mecca–Arafat highway
The Mecca–Arafat highway is a major road in Saudi Arabia that carries large numbers of pilgrims between the holy city of Mecca and the plain of Arafat during the Hajj.
- 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e923e3d08190971073ce41ff860f |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7507f708c8190b8cf684704a6e47d |
completed | April 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69d751ab890c8190b1549619049dab91 |
completed | April 9, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7619e97588190a1443f9438c6efc0 |
completed | April 9, 2026, 8:21 a.m. |
Created at: April 6, 2026, 11:56 a.m.