Triple
T17931864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Congo Arab War |
E448351
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Arab-Swahili trading networks |
E673870
|
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: Arab-Swahili trading networks | Statement: [Congo Arab War, relatedTo, Arab-Swahili trading networks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab-Swahili trading networks Context triple: [Congo Arab War, relatedTo, Arab-Swahili trading networks]
-
A.
Red Sea trade network
The Red Sea trade network was an ancient maritime and overland commercial system linking South Arabia, East Africa, Egypt, and the Mediterranean, facilitating the exchange of incense, spices, textiles, and other luxury goods.
-
B.
Arab-Swahili traders
chosen
Arab-Swahili traders were coastal East African merchant communities, largely Muslim and Swahili-speaking, who dominated Indian Ocean trade networks and spread commerce, culture, and Islam into the interior of Africa.
-
C.
Indian Ocean trade network
The Indian Ocean trade network was a vast, centuries-long maritime system connecting East Africa, the Middle East, South Asia, and Southeast Asia through the exchange of goods, cultures, and ideas driven by monsoon winds.
-
D.
Trans-Saharan trade routes
The Trans-Saharan trade routes were a network of caravan paths across the Sahara Desert that linked West and North Africa, facilitating the exchange of gold, salt, slaves, and other goods and fostering the rise of powerful African empires.
-
E.
Gulf maritime trade network
The Gulf maritime trade network is a historical system of sea routes and commercial hubs across the Persian Gulf that facilitated regional and long-distance trade between Arabia, Persia, India, and beyond.
- 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_69d8b9f79d14819095540856928f0e25 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4a552bb848190871251474cc208d5 |
completed | April 19, 2026, 9:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0321381d0081908955e50cc80aeed2 |
completed | May 12, 2026, 12:46 p.m. |
Created at: April 10, 2026, 10:20 a.m.