Triple
T18867866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berbera Corridor road project |
E461486
|
entity |
| Predicate | hasOriginPort |
P3654
|
FINISHED |
| Object | Port of Berbera |
—
|
NE NERFINISHED |
How this triple was built (3 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 Corridor road project, hasOriginPort, Port of Berbera]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port of Berbera Context triple: [Berbera Corridor road project, hasOriginPort, 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 Kismayo
The Port of Kismayo is a key maritime hub on Somalia’s southern coast, serving as a major center for regional trade, fishing, and commercial shipping in the Horn of Africa.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasOriginPort Context triple: [Berbera Corridor road project, hasOriginPort, Port of Berbera]
-
A.
hasOriginIn
chosen
Indicates that something begins, arises, or is derived from a specified source, place, or cause.
-
B.
hasPortOn
Indicates that one entity possesses or is located adjacent to a port situated on another specified geographic or infrastructural feature (such as a coast, river, or lake).
-
C.
hasPortRole
Indicates that an entity participates in a port with a specified functional or operational role.
-
D.
hasPortCode
Indicates that an entity (such as a port or terminal) is associated with a specific standardized port code identifier.
-
E.
hasOriginFeature
Indicates that an entity possesses a specific characteristic, attribute, or feature related to its origin or source.
- F. None of above.
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_69d8dcfb7b9c8190854e7b171b98ea2e |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c2a6d1d081909b6dab2a5166a317 |
completed | April 20, 2026, 6:07 a.m. |
| PD | Predicate disambiguation | batch_69e48d2166b88190add38de96cedc65c |
completed | April 19, 2026, 8:06 a.m. |
Created at: April 10, 2026, 11:57 a.m.