Triple

T5297176
Position Surface form Disambiguated ID Type / Status
Subject Murzuq E119882 entity
Predicate historicallyConnectedTo P16345 FINISHED
Object Sub-Saharan caravan networks E228779 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Sub-Saharan caravan networks | Statement: [Murzuq, historicallyConnectedTo, Sub-Saharan caravan networks]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sub-Saharan caravan networks
Context triple: [Murzuq, historicallyConnectedTo, Sub-Saharan caravan networks]
  • 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. Europe–Africa transport network
    The Europe–Africa transport network is a system of interconnected ports, shipping routes, and logistics corridors that facilitate trade and passenger movement between the European and African continents.
  • C. Trails of Africa
    Trails of Africa is an immersive African wildlife exhibit at the Birmingham Zoo featuring species such as elephants and other savanna animals in a naturalistic setting.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69bd446f22b88190b6a47fb91c68a3e7 elicitation completed
NER batch_69bd85053e3c8190b28648056d6c5710 ner completed
NED1 batch_69bf10e3a0908190895fb4442afc715e ned_source_triple completed
Created at: March 20, 2026, 1:53 p.m.