Triple
T7574615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fipa |
E179329
|
entity |
| Predicate | historicalInfluenceFrom |
P12632
|
FINISHED |
| Object |
Arab-Swahili traders
Arab-Swahili traders were coastal East African merchant communities, largely Muslim and Swahili-speaking, who dominated Indian Ocean trade networks and spread commerce, culture, and Islam into the interior of Africa.
|
E673870
|
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: Arab-Swahili traders | Statement: [Fipa, historicalInfluenceFrom, Arab-Swahili traders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab-Swahili traders Context triple: [Fipa, historicalInfluenceFrom, Arab-Swahili traders]
-
A.
Persian traders
Persian traders were historical merchants from Persia who played a key role in long-distance commerce and cultural exchange across the Indian Ocean and surrounding regions.
-
B.
Nabataean merchants
Nabataean merchants were ancient Arabian traders who played a key role in regional commerce, especially in the incense and spice routes that connected Arabia with the Mediterranean world.
-
C.
Agarwal community of traders
The Agarwal community of traders is a prominent North Indian mercantile group traditionally associated with commerce, finance, and entrepreneurship, particularly in regions like Rajasthan, Haryana, and Delhi.
-
D.
Songhai people
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
-
E.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
- 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: Arab-Swahili traders Triple: [Fipa, historicalInfluenceFrom, Arab-Swahili traders]
Generated description
Arab-Swahili traders were coastal East African merchant communities, largely Muslim and Swahili-speaking, who dominated Indian Ocean trade networks and spread commerce, culture, and Islam into the interior of Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arab-Swahili traders Target entity description: Arab-Swahili traders were coastal East African merchant communities, largely Muslim and Swahili-speaking, who dominated Indian Ocean trade networks and spread commerce, culture, and Islam into the interior of Africa.
-
A.
Persian traders
Persian traders were historical merchants from Persia who played a key role in long-distance commerce and cultural exchange across the Indian Ocean and surrounding regions.
-
B.
Nabataean merchants
Nabataean merchants were ancient Arabian traders who played a key role in regional commerce, especially in the incense and spice routes that connected Arabia with the Mediterranean world.
-
C.
Agarwal community of traders
The Agarwal community of traders is a prominent North Indian mercantile group traditionally associated with commerce, finance, and entrepreneurship, particularly in regions like Rajasthan, Haryana, and Delhi.
-
D.
Songhai people
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
-
E.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
- 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_69c69f316e50819081a271c85c06f918 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f948e1e08190ad807292365a0c27 |
completed | March 27, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856ea9a2c8190a81762ac509c4c97 |
completed | March 28, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69c8587b461c819081b63e71b533547a |
completed | March 28, 2026, 10:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c858fd9d4081909bb2072fcc3e3836 |
completed | March 28, 2026, 10:41 p.m. |
Created at: March 27, 2026, 3:51 p.m.