Triple
T6902374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boumerdès Province |
E159523
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
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.
|
E627256
|
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–Constantine corridor | Statement: [Boumerdès Province, hasTransportConnection, Algiers–Constantine corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Algiers–Constantine corridor Context triple: [Boumerdès Province, hasTransportConnection, Algiers–Constantine corridor]
-
A.
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.
-
B.
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.
-
C.
Safa–Marwa corridor
The Safa–Marwa corridor is the sacred passage within the Masjid al-Haram in Mecca where Muslims perform the ritual walking (sa'i) between the hills of Safa and Marwa during Hajj and Umrah.
-
D.
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.
-
E.
Berbera Corridor
The Berbera Corridor is a key trade and transport route linking the Port of Berbera in Somaliland to inland markets in Ethiopia and the wider Horn of Africa.
- 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–Constantine corridor Triple: [Boumerdès Province, hasTransportConnection, Algiers–Constantine corridor]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Algiers–Constantine corridor Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Safa–Marwa corridor
The Safa–Marwa corridor is the sacred passage within the Masjid al-Haram in Mecca where Muslims perform the ritual walking (sa'i) between the hills of Safa and Marwa during Hajj and Umrah.
-
D.
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.
-
E.
Berbera Corridor
The Berbera Corridor is a key trade and transport route linking the Port of Berbera in Somaliland to inland markets in Ethiopia and the wider Horn of Africa.
- 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_69c6883822e0819091e321526f20ae0a |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d98749208190842ac075255ca249 |
completed | March 27, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c748f0dc448190914e38d780644698 |
completed | March 28, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c749f7ab5c8190ab823fac27f7484d |
completed | March 28, 2026, 3:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c74a6f828c8190bf0cc56227b1a5b2 |
completed | March 28, 2026, 3:26 a.m. |
Created at: March 27, 2026, 2:24 p.m.