Triple
T16168739
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blemmyes |
E392376
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Eastern Desert trade routes |
E845055
|
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: Eastern Desert trade routes | Statement: [Blemmyes, associatedWith, Eastern Desert trade routes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Desert trade routes Context triple: [Blemmyes, associatedWith, Eastern Desert trade routes]
-
A.
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.
-
B.
Red Sea trade network
chosen
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.
-
C.
Egyptian Western Desert oases
The Egyptian Western Desert oases are a chain of fertile, historically significant oasis depressions in Egypt’s Western Desert that have long served as vital hubs of settlement, agriculture, and caravan trade routes.
-
D.
Upper Egypt highway
The Upper Egypt highway is a major roadway serving as a key north–south transport corridor through Upper Egypt, facilitating regional connectivity and economic activity.
-
E.
Cairo–Asyut desert road
The Cairo–Asyut desert road is a major highway in Egypt that runs through the Western Desert, linking the capital Cairo with the city of Asyut and serving several governorates along the Nile Valley.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21eb5e6d881908749683091afa90c |
completed | April 17, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7bb6aac8190a33607abfe9a32d0 |
completed | May 10, 2026, 3:12 a.m. |
Created at: April 10, 2026, 5:02 a.m.