Triple
T7803040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chenoua region |
E180476
|
entity |
| Predicate | transportAccess |
P1288
|
FINISHED |
| Object |
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.
|
E695627
|
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: Algiers–Oran coastal road | Statement: [Chenoua region, transportAccess, Algiers–Oran coastal road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Algiers–Oran coastal road Context triple: [Chenoua region, transportAccess, Algiers–Oran coastal road]
-
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.
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.
-
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.
Tripoli–Tunis coastal corridor
The Tripoli–Tunis coastal corridor is a key Mediterranean transport and trade route linking Libya’s capital Tripoli with Tunisia, serving as a vital axis for regional movement of people, goods, and military forces.
-
E.
Coastal Highway of Libya
The Coastal Highway of Libya is the country’s principal east–west roadway running along the Mediterranean coast, linking major cities and regions including the central city of Sirte.
- 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: Algiers–Oran coastal road Triple: [Chenoua region, transportAccess, Algiers–Oran coastal road]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Algiers–Oran coastal road Target entity description: 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.
-
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.
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.
-
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.
Tripoli–Tunis coastal corridor
The Tripoli–Tunis coastal corridor is a key Mediterranean transport and trade route linking Libya’s capital Tripoli with Tunisia, serving as a vital axis for regional movement of people, goods, and military forces.
-
E.
Coastal Highway of Libya
The Coastal Highway of Libya is the country’s principal east–west roadway running along the Mediterranean coast, linking major cities and regions including the central city of Sirte.
- 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_69ca827e50cc8190a92a733577184938 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf635a4648190af907a686d87f073 |
completed | March 30, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb14371e2081908d0a798d3b785c3c |
completed | March 31, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_69cb1a1414a08190912945cee30e6bc2 |
completed | March 31, 2026, 12:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb3843368881908d7c4d5a81c53a23 |
completed | March 31, 2026, 2:58 a.m. |
Created at: March 30, 2026, 4:34 p.m.