Triple

T12150074
Position Surface form Disambiguated ID Type / Status
Subject West African Islam E289428 entity
Predicate associatedWithTrade P33801 FINISHED
Object trans-Saharan trade routes E228779 NE FINISHED

How this triple was built (3 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: [West African Islam, associatedWithTrade, trans-Saharan trade routes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: trans-Saharan trade routes
Context triple: [West African Islam, associatedWithTrade, trans-Saharan trade routes]
  • 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. 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.
  • 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.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: associatedWithTrade
Context triple: [West African Islam, associatedWithTrade, trans-Saharan trade routes]
  • A. associatedWithExchange chosen
    Indicates a relationship in which an entity is linked or connected to a particular exchange or trading platform.
  • B. associatedWithAssociation
    Indicates a relationship where an entity is linked or connected to a particular association or organization.
  • C. associatedWithTransactionType
    Indicates that something has a connection or linkage to a specific type or category of transaction.
  • D. associatedWithSee
    Indicates a relationship where one entity is contextually or functionally linked to another through the act or concept of seeing or visual observation.
  • E. associatedWithTicker
    Indicates that an entity is linked or connected to a specific stock market ticker symbol.
  • F. None of above.

Provenance (4 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915d7109481908bf5fe512bba3c89 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f698c5648190a5a29e08f2b7d8ab completed May 2, 2026, 1:05 p.m.
PD Predicate disambiguation batch_69d9150c18148190bf8152189c0e5fca completed April 10, 2026, 3:19 p.m.
Created at: April 8, 2026, 9:49 p.m.