Triple
T15945110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheko |
E386664
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Sheko 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: Sheko people | Statement: [Sheko, spokenBy, Sheko people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheko people Context triple: [Sheko, spokenBy, Sheko people]
-
A.
Gcaleka people
The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
-
B.
Bolewa people
The Bolewa people are an ethnic group in northeastern Nigeria, traditionally known for their distinct language, culture, and history within the wider West African region.
-
C.
Tsogo people
The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
-
D.
Kwandi people
The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
-
E.
Kalanga people
The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
- 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: Sheko people Target entity description: The Sheko people are an indigenous ethnic group of southwestern Ethiopia known for their distinct language, cultural traditions, and agrarian lifestyle in the country's forested highlands.
-
A.
Gcaleka people
The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
-
B.
Bolewa people
The Bolewa people are an ethnic group in northeastern Nigeria, traditionally known for their distinct language, culture, and history within the wider West African region.
-
C.
Tsogo people
The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
-
D.
Kwandi people
The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
-
E.
Kalanga people
The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
- 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.