Triple
T4681822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Berbera |
E103819
|
entity |
| Predicate | connectedTo |
P37
|
FINISHED |
| Object |
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.
|
E461484
|
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: Berbera Corridor | Statement: [Port of Berbera, connectedTo, Berbera Corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berbera Corridor Context triple: [Port of Berbera, connectedTo, Berbera 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.
Berbera
Berbera is a major port city on the Gulf of Aden in Somaliland, serving as a key maritime hub for trade in the Horn of Africa.
-
C.
Aouzou Strip
The Aouzou Strip is a mineral-rich border region in northern Chad that was long contested by Libya, becoming a central flashpoint in the Chadian–Libyan conflict before its sovereignty was resolved in Chad’s favor.
-
D.
Bizerte Isthmus
Bizerte Isthmus is a narrow land corridor in northern Tunisia that links the African mainland to the Bizerte area between the Mediterranean Sea and inland waters.
-
E.
Wakhan Corridor
The Wakhan Corridor is a narrow, mountainous strip of northeastern Afghanistan that separates Tajikistan from Pakistan and connects Afghanistan to China.
- 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: Berbera Corridor Triple: [Port of Berbera, connectedTo, Berbera Corridor]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berbera Corridor Target entity description: 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.
-
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.
Berbera
Berbera is a major port city on the Gulf of Aden in Somaliland, serving as a key maritime hub for trade in the Horn of Africa.
-
C.
Aouzou Strip
The Aouzou Strip is a mineral-rich border region in northern Chad that was long contested by Libya, becoming a central flashpoint in the Chadian–Libyan conflict before its sovereignty was resolved in Chad’s favor.
-
D.
Bizerte Isthmus
Bizerte Isthmus is a narrow land corridor in northern Tunisia that links the African mainland to the Bizerte area between the Mediterranean Sea and inland waters.
-
E.
Wakhan Corridor
The Wakhan Corridor is a narrow, mountainous strip of northeastern Afghanistan that separates Tajikistan from Pakistan and connects Afghanistan to China.
- 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd637fedd0819097f59734a9f9a01f |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03ac44d481908ecb1fe84184a886 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be048d53d08190a72fb6d2e788e3c9 |
completed | March 21, 2026, 2:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be0529868c8190b20e8966315b263a |
completed | March 21, 2026, 2:40 a.m. |
Created at: March 20, 2026, 1:16 p.m.