Triple
T5811543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghat Oasis |
E128878
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | trans-Saharan trade network |
E228779
|
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: trans-Saharan trade network | Statement: [Ghat Oasis, partOf, trans-Saharan trade network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: trans-Saharan trade network Context triple: [Ghat Oasis, partOf, trans-Saharan trade network]
-
A.
Trans-Saharan trade routes
chosen
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.
-
B.
Trans-Saharan belt
The Trans-Saharan belt is a major Neoproterozoic orogenic zone in North and West Africa, formed during the Pan-African orogeny and characterized by extensive metamorphic and igneous rock assemblages.
-
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.
Mediterranean trade routes
Mediterranean trade routes were a network of maritime and coastal pathways that connected Europe, North Africa, and the Near East, facilitating extensive commercial, cultural, and disease transmission across the Mediterranean Sea.
-
E.
Trans-Saharan Africa
Trans-Saharan Africa is the vast region spanning the Sahara Desert and its surrounding countries in North and West Africa, historically significant for trade routes and contemporary security and counterterrorism operations.
- 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_69c0084788848190bcf71f6bc5d71597 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02b54c2848190bb85212689d0b511 |
completed | March 22, 2026, 5:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c09844f0b881908d4165e550f75d47 |
completed | March 23, 2026, 1:32 a.m. |
Created at: March 22, 2026, 3:52 p.m.