Triple
T14820172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lindi Region |
E348427
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Swahili people |
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 people | Statement: [Lindi Region, hasEthnicGroup, Swahili people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swahili people Context triple: [Lindi Region, hasEthnicGroup, Swahili people]
-
A.
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.
-
B.
Nyamwezi people
The Nyamwezi people are a major Bantu ethnic group of central Tanzania, historically known as long-distance traders, caravan porters, and influential participants in 19th-century regional commerce and politics.
-
C.
Gikuyu–Embu–Meru peoples
The Gikuyu–Embu–Meru peoples are a closely related cluster of Bantu-speaking ethnic groups of central Kenya who share linguistic, cultural, and historical ties.
-
D.
Rufiji people
The Rufiji people are an ethnic group of coastal Tanzania, traditionally living along the Rufiji River delta and known for fishing, agriculture, and riverine trade.
-
E.
Kisii people
The Kisii people are a Bantu-speaking ethnic group in western Kenya known for their intensive farming, distinctive soapstone carvings, and rich cultural traditions.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decfe4cf38819090f25ef045351d5d |
completed | April 14, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389bc06c8190a8269c07677d9c35 |
completed | May 8, 2026, 7:25 p.m. |
Created at: April 10, 2026, 1:50 a.m.