Triple
T22951328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malawi Yao |
E570025
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object | Tanzanian Yao |
—
|
NE NERFINISHED |
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: Tanzanian Yao | Statement: [Malawi Yao, closelyRelatedTo, Tanzanian Yao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tanzanian Yao Context triple: [Malawi Yao, closelyRelatedTo, Tanzanian Yao]
-
A.
Tanzania Yao
chosen
Tanzania Yao is a regional dialect of the Yao language spoken primarily in parts of Tanzania.
-
B.
Tanga people
The Tanga people are an ethnic group native to parts of Papua New Guinea, known for their distinct language, cultural traditions, and island-based way of life.
-
C.
Shangani people
The Shangani people are a Tsonga-speaking ethnic group of southern Africa, primarily found in parts of Zimbabwe, Mozambique, and South Africa, known for their distinct language, cultural traditions, and history of migration and resistance.
-
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.
Shambaa people
The Shambaa people are a Bantu ethnic group primarily inhabiting Tanzania's Usambara Mountains, known for their historical kingdom and rich agricultural and cultural traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181a285448190a718734fe933d51a |
completed | April 29, 2026, 3:57 a.m. |
Created at: April 17, 2026, 3:46 p.m.