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.