Triple

T547556
Position Surface form Disambiguated ID Type / Status
Subject Indian Ocean trade network E12764 entity
Predicate involvedActor P15562 FINISHED
Object Swahili merchants
Swahili merchants were coastal East African traders who played a central role in connecting Africa with Arabia, Persia, India, and beyond through long-distance maritime commerce.
E12764 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: Swahili merchants | Statement: [Indian Ocean trade network, involvedActor, Swahili merchants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swahili merchants
Context triple: [Indian Ocean trade network, involvedActor, Swahili merchants]
  • A. 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.
  • B. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • C. Sukuma people
    The Sukuma people are the largest ethnic group in Tanzania, traditionally agro-pastoralists known for their rich dance, music, and cultural heritage centered around the Lake Victoria region.
  • D. Nubians
    Nubians are an indigenous ethnic group of the Nile Valley, primarily inhabiting southern Egypt and northern Sudan, known for their distinct language, culture, and ancient historical heritage.
  • E. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • 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: Swahili merchants
Triple: [Indian Ocean trade network, involvedActor, Swahili merchants]
Generated description
Swahili merchants were coastal East African traders who played a central role in connecting Africa with Arabia, Persia, India, and beyond through long-distance maritime commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swahili merchants
Target entity description: Swahili merchants were coastal East African traders who played a central role in connecting Africa with Arabia, Persia, India, and beyond through long-distance maritime commerce.
  • A. Indian Ocean trade network chosen
    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.
  • B. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • C. Sukuma people
    The Sukuma people are the largest ethnic group in Tanzania, traditionally agro-pastoralists known for their rich dance, music, and cultural heritage centered around the Lake Victoria region.
  • D. Nubians
    Nubians are an indigenous ethnic group of the Nile Valley, primarily inhabiting southern Egypt and northern Sudan, known for their distinct language, culture, and ancient historical heritage.
  • E. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • F. None of above.

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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d278cf88190ad1368da91a7014f completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4d044b03c8190b7c87b0da05e4d6e completed March 1, 2026, 11:48 p.m.
NEDg Description generation batch_69a4d0daca588190a6a1865ae3d12c71 completed March 1, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69a4d18801248190afedd4ea5f718bd7 completed March 1, 2026, 11:53 p.m.
Created at: March 1, 2026, 7:32 p.m.