Triple
T15945316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Nations, Nationalities, and Peoples' Region |
E386668
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object | Tembaro people |
—
|
NE NERFINISHED |
How this triple was built (3 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: Tembaro people | Statement: [Southern Nations, Nationalities, and Peoples' Region, ethnicGroup, Tembaro people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tembaro people Context triple: [Southern Nations, Nationalities, and Peoples' Region, ethnicGroup, Tembaro people]
-
A.
Nambya people
The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
-
B.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
C.
Isanzu people
The Isanzu people are a Bantu-speaking ethnic group of north-central Tanzania known for their agricultural lifestyle and proximity to hunter-gatherer groups like the Hadza.
-
D.
Gaambera people
The Gaambera people are an Aboriginal Australian group traditionally connected to the north-west Kimberley region of Western Australia, with deep cultural, spiritual, and historical ties to its lands and waters.
-
E.
Temiar people
The Temiar people are an indigenous Orang Asli group of Peninsular Malaysia known for their forest-based lifestyle, rich animist spiritual traditions, and distinctive Aslian language and music.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tembaro people Target entity description: The Tembaro people are an indigenous ethnic group of southern Ethiopia known for their distinct language, culture, and traditions within the Southern Nations, Nationalities, and Peoples' Region.
-
A.
Nambya people
The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
-
B.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
C.
Isanzu people
The Isanzu people are a Bantu-speaking ethnic group of north-central Tanzania known for their agricultural lifestyle and proximity to hunter-gatherer groups like the Hadza.
-
D.
Gaambera people
The Gaambera people are an Aboriginal Australian group traditionally connected to the north-west Kimberley region of Western Australia, with deep cultural, spiritual, and historical ties to its lands and waters.
-
E.
Temiar people
The Temiar people are an indigenous Orang Asli group of Peninsular Malaysia known for their forest-based lifestyle, rich animist spiritual traditions, and distinctive Aslian language and music.
- F. None of above. chosen
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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156d0d55c8190af59ff169e8add78 |
completed | April 16, 2026, 9:38 p.m. |
Created at: April 10, 2026, 4:53 a.m.