Triple
T14591153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Husuni Ndogo |
E342445
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Swahili civilization |
E257982
|
NE FINISHED |
How this triple was built (2 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 civilization | Statement: [Husuni Ndogo, associatedWith, Swahili civilization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swahili civilization Context triple: [Husuni Ndogo, associatedWith, Swahili civilization]
-
A.
Swahili Coast
The Swahili Coast is a historic coastal region along the Indian Ocean in East Africa known for its Swahili culture, maritime trade, and blend of African, Arab, and Persian influences.
-
B.
Maravi Empire
The Maravi Empire was a powerful precolonial Central African state that flourished from about the 15th to 18th centuries in the region of present-day Malawi, Mozambique, and Zambia, serving as an important center of trade and culture for the Chewa and related peoples.
-
C.
Swahili people
chosen
The Swahili people are a Bantu ethnic group native to the East African coast, historically known as maritime traders and cultural intermediaries blending African, Arab, and Persian influences.
-
D.
Mutapa Kingdom
The Mutapa Kingdom was a powerful Shona state in south-central Africa, renowned for its control of regional gold trade and its political dominance following the decline of Great Zimbabwe.
-
E.
Azande Kingdom (historical)
The Azande Kingdom was a precolonial Central African state ruled by Azande-speaking peoples, known for its powerful warrior aristocracy, complex clan-based social structure, and influential role in the region spanning parts of present-day South Sudan, the Central African Republic, and the Democratic Republic of the Congo.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4249af08190962009741d1f7d41 |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94c36bb881909af16aa1df1766f8 |
completed | May 8, 2026, 7:46 a.m. |
Created at: April 10, 2026, 1:24 a.m.