Triple
T5191359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berbera |
E117160
|
entity |
| Predicate | portName |
P28967
|
FINISHED |
| Object | Port of Berbera |
E103819
|
NE FINISHED |
How this triple was built (2 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: Port of Berbera | Statement: [Berbera, portName, Port of Berbera]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port of Berbera Context triple: [Berbera, portName, Port of Berbera]
-
A.
Port of Berbera
chosen
The Port of Berbera is a major deep-water seaport in Somaliland that serves as a key maritime gateway for trade along the Horn of Africa and the Red Sea shipping routes.
-
B.
Port of Bosaso
The Port of Bosaso is a key commercial seaport in northeastern Somalia that serves as the main maritime gateway for the Puntland region’s trade and livestock exports across the Gulf of Aden.
-
C.
Port of Mogadishu
The Port of Mogadishu is Somalia’s principal seaport and a key hub for the country’s maritime trade on the Indian Ocean.
-
D.
Port of Tadjoura
The Port of Tadjoura is a key maritime facility in Djibouti that serves as an export and import hub, particularly for Ethiopian goods, on the Gulf of Tadjoura.
-
E.
Port of Aden
The Port of Aden is a major natural harbor and commercial seaport in Yemen, strategically located near the entrance to the Red Sea along key international shipping routes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79ed61c88190bda492f6489f44de |
completed | March 20, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee09146788190bfaac25a31e76ab5 |
completed | March 21, 2026, 6:16 p.m. |
Created at: March 20, 2026, 1:46 p.m.