Triple

T2055406
Position Surface form Disambiguated ID Type / Status
Subject Old World E45661 entity
Predicate includesTradeRoute P35626 FINISHED
Object 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.
E228779 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: Trans-Saharan trade routes | Statement: [Old World, includesTradeRoute, Trans-Saharan trade routes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trans-Saharan trade routes
Context triple: [Old World, includesTradeRoute, Trans-Saharan trade routes]
  • A. 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.
  • B. Silk Road routes
    Silk Road routes were ancient trade networks connecting East Asia with the Mediterranean and other regions, facilitating the exchange of goods, cultures, and ideas across Eurasia.
  • 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. Cairo–Alexandria Desert Road
    The Cairo–Alexandria Desert Road is a major Egyptian highway linking Cairo and Alexandria across the Western Desert, serving as one of the country’s most important transportation corridors.
  • E. Cairo–Ismailia Desert Road
    The Cairo–Ismailia Desert Road is a major highway in Egypt that links Cairo with the city of Ismailia across the Eastern Desert, serving key industrial and satellite cities along its route.
  • 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: Trans-Saharan trade routes
Triple: [Old World, includesTradeRoute, Trans-Saharan trade routes]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trans-Saharan trade routes
Target entity description: 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.
  • A. 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.
  • B. Silk Road routes
    Silk Road routes were ancient trade networks connecting East Asia with the Mediterranean and other regions, facilitating the exchange of goods, cultures, and ideas across Eurasia.
  • 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. Cairo–Alexandria Desert Road
    The Cairo–Alexandria Desert Road is a major Egyptian highway linking Cairo and Alexandria across the Western Desert, serving as one of the country’s most important transportation corridors.
  • E. Cairo–Ismailia Desert Road
    The Cairo–Ismailia Desert Road is a major highway in Egypt that links Cairo with the city of Ismailia across the Eastern Desert, serving key industrial and satellite cities along its route.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abbdbfe6188190a32ab023660312bd completed March 7, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae200eb09881908bbfe47ebb62f55e completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20cb479c8190853d0d954af16887 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21614e74819093617a355f0857c8 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.