Triple
T1195693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limpopo |
E25662
|
entity |
| Predicate | hasMajorEthnicGroup |
P1898
|
FINISHED |
| Object | Tsonga people |
E136409
|
NE FINISHED |
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: Tsonga people | Statement: [Limpopo, hasMajorEthnicGroup, Tsonga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tsonga people Context triple: [Limpopo, hasMajorEthnicGroup, Tsonga people]
-
A.
Tsonga people
chosen
The Tsonga people are a Bantu ethnic group of southern Africa, primarily found in Mozambique, South Africa, Zimbabwe, and Eswatini, known for their rich musical traditions, distinctive dance, and vibrant cultural heritage.
-
B.
Mandinka people
The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
-
C.
Songhai people
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
-
D.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
E.
Ndowe people
The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a49429f5ec8190a6a205eb0ae81e5e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd7a756c819085d695acfffeaceb |
completed | March 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8a08e1a881908b3f3a41cc1fb010 |
completed | March 7, 2026, 8:26 p.m. |
Created at: March 1, 2026, 7:46 p.m.