Triple
T4681809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Berbera |
E103819
|
entity |
| Predicate | hasOperator |
P179
|
FINISHED |
| Object |
Somaliland Port Authority
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.
|
E461482
|
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: Somaliland Port Authority | Statement: [Port of Berbera, hasOperator, Somaliland Port Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Somaliland Port Authority Context triple: [Port of Berbera, hasOperator, Somaliland Port Authority]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Somaliland Port Authority Triple: [Port of Berbera, hasOperator, Somaliland Port Authority]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Somaliland Port Authority Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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.