Triple
T21053858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shambala language |
E518657
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Shambaa people |
—
|
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: Shambaa people | Statement: [Shambala language, spokenBy, Shambaa people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shambaa people Context triple: [Shambala language, spokenBy, Shambaa people]
-
A.
Shambaa people
chosen
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.
-
B.
Luhya people
The Luhya people are a major Bantu ethnic group in western Kenya, known for their rich cultural traditions, agriculture, and significant influence in Kenyan politics and society.
-
C.
Wilyakali people
The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
-
D.
Chagga people
The Chagga people are a Bantu-speaking ethnic group of farmers and traders primarily known for inhabiting the fertile slopes of Mount Kilimanjaro in northern Tanzania.
-
E.
Kenga people
The Kenga people are an ethnic group of central Chad known for their distinct cultural traditions and use of the Kenga language within the wider Sahelian region.
- 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_69e0b5053ac48190921529544959e906 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fd7e087c81908712ddc63e8b1e6c |
completed | April 21, 2026, 4:30 a.m. |
Created at: April 16, 2026, 2:36 p.m.