Triple
T4729581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Puntland |
E104970
|
entity |
| Predicate | hasMajorPort |
P942
|
FINISHED |
| Object |
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.
|
E465098
|
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: Port of Bosaso | Statement: [Puntland, hasMajorPort, Port of Bosaso]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port of Bosaso Context triple: [Puntland, hasMajorPort, Port of Bosaso]
-
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.
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.
-
C.
Port of Misrata
The Port of Misrata is a major Libyan seaport on the Mediterranean that serves as a key hub for the country’s maritime trade and industry.
-
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.
Tripoli harbor
Tripoli harbor is the main port of Tripoli, Libya, serving as a historic Mediterranean maritime hub for trade, transport, and fishing.
- 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: Port of Bosaso Triple: [Puntland, hasMajorPort, Port of Bosaso]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port of Bosaso Target entity description: 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.
-
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.
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.
-
C.
Port of Misrata
The Port of Misrata is a major Libyan seaport on the Mediterranean that serves as a key hub for the country’s maritime trade and industry.
-
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.
Tripoli harbor
Tripoli harbor is the main port of Tripoli, Libya, serving as a historic Mediterranean maritime hub for trade, transport, and fishing.
- 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_69bd43ed84648190ae0b7ee8e8d00482 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd646135c881909030c21a163cc619 |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10a4bc0481908935278afb13503d |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be13d99f9881908dd19dd40ac87a6d |
completed | March 21, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be143ea2108190941294255bc4679c |
completed | March 21, 2026, 3:45 a.m. |
Created at: March 20, 2026, 1:19 p.m.