Triple
T9697667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luo people of Tanzania |
E234694
|
entity |
| Predicate | relatedEthnicGroup |
P1969
|
FINISHED |
| Object | Luo people of Uganda |
E231977
|
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: Luo people of Uganda | Statement: [Luo people of Tanzania, relatedEthnicGroup, Luo people of Uganda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luo people of Uganda Context triple: [Luo people of Tanzania, relatedEthnicGroup, Luo people of Uganda]
-
A.
Luo people of Uganda
chosen
The Luo people of Uganda are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their rich oral traditions, cattle-keeping heritage, and significant influence on the region’s political and cultural history.
-
B.
Luo people of Kenya
The Luo people of Kenya are a Nilotic ethnic group primarily inhabiting the region around Lake Victoria, known for their rich oral traditions, fishing and farming livelihoods, and significant influence on Kenyan politics and culture.
-
C.
Namwanga people
The Namwanga people are a Bantu ethnic group primarily found in northeastern Zambia and parts of Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
D.
Luo people of Tanzania
The Luo people of Tanzania are a Nilotic ethnic group primarily residing around the Lake Victoria region, culturally and linguistically related to other Luo communities of East Africa.
-
E.
Banyankole people
The Banyankole people are a Bantu ethnic group of southwestern Uganda, traditionally known as cattle-keeping pastoralists and cultivators with a hierarchical social structure and rich cultural heritage.
- 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_69ca84cb580c8190a7e5f4b3bcdaf2a4 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9d3c02e0819098d05c68805689f1 |
completed | April 1, 2026, 10:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19125d3cc819082b3736d1b4ba802 |
completed | April 4, 2026, 10:31 p.m. |
Created at: March 30, 2026, 8:18 p.m.