Triple
T21053884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shambala language |
E518657
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Shambaa ethnic group |
—
|
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 ethnic group | Statement: [Shambala language, usedBy, Shambaa ethnic group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shambaa ethnic group Context triple: [Shambala language, usedBy, Shambaa ethnic group]
-
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.
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.
-
D.
Giriama people
The Giriama people are a Bantu ethnic group of Kenya’s coastal region, known for their rich oral traditions, distinctive music and dance, and historical resistance to colonial rule.
-
E.
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.
- 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.