Triple
T5191338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berbera |
E117160
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Somaliland Port Authority |
E461482
|
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: Somaliland Port Authority | Statement: [Berbera, usedBy, Somaliland Port Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Somaliland Port Authority Context triple: [Berbera, usedBy, Somaliland Port Authority]
-
A.
Somaliland Port Authority
chosen
Somaliland Port Authority is the governmental body responsible for managing and regulating Somaliland’s seaports, including the strategic Port of Berbera on the Gulf of Aden.
-
B.
Port of Berbera
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.
-
C.
Somali maritime authorities
Somali maritime authorities are the national bodies responsible for overseeing and regulating maritime security, navigation, and law enforcement in Somalia’s territorial waters and adjacent seas.
-
D.
Hamriyah Port
Hamriyah Port is a major deep-water commercial and industrial port in the Emirate of Sharjah in the United Arab Emirates, serving as a key hub for trade and maritime activities in the region.
-
E.
Somali Civil Aviation Authority
The Somali Civil Aviation Authority is the national regulatory body responsible for overseeing and managing civil aviation activities and air transport infrastructure in Somalia.
- 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.