Triple
T808002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gulf of Aden |
E17479
|
entity |
| Predicate | hasPort |
P35
|
FINISHED |
| Object |
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.
|
E103819
|
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 Berbera | Statement: [Gulf of Aden, hasPort, Port of Berbera]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port of Berbera Context triple: [Gulf of Aden, hasPort, Port of Berbera]
-
A.
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.
-
B.
Port of Djibouti
The Port of Djibouti is a major deep-water seaport and strategic maritime hub in the Horn of Africa, serving as a key gateway for trade between Africa, the Middle East, and Asia.
-
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 Sudan
Port Sudan is Sudan’s main seaport on the Red Sea, serving as the country’s primary hub for maritime trade and transport.
-
E.
Port of Muscat
The Port of Muscat is a historic harbor in Oman’s capital that has long served as a key maritime gateway for regional trade and cultural exchange along the Arabian Sea.
- 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 Berbera Triple: [Gulf of Aden, hasPort, Port of Berbera]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port of Berbera Target entity description: 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.
-
A.
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.
-
B.
Port of Djibouti
The Port of Djibouti is a major deep-water seaport and strategic maritime hub in the Horn of Africa, serving as a key gateway for trade between Africa, the Middle East, and Asia.
-
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 Sudan
Port Sudan is Sudan’s main seaport on the Red Sea, serving as the country’s primary hub for maritime trade and transport.
-
E.
Port of Muscat
The Port of Muscat is a historic harbor in Oman’s capital that has long served as a key maritime gateway for regional trade and cultural exchange along the Arabian Sea.
- 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_69a4937ae8a08190b5084a03d532b30e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab23862c8190bfd6558936c58410 |
completed | March 1, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7b84122cc81909b12b69e27d50008 |
completed | March 4, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_69a7b946a4348190bfe86d5b93696383 |
completed | March 4, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7b9bb13f08190ad75518ba81b210d |
completed | March 4, 2026, 4:48 a.m. |
Created at: March 1, 2026, 7:38 p.m.