Triple
T8529093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rukwa Valley |
E201896
|
entity |
| Predicate | ethnicGroupPresent |
P1898
|
FINISHED |
| Object | Pimbwe people |
E188631
|
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: Pimbwe people | Statement: [Rukwa Valley, ethnicGroupPresent, Pimbwe people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pimbwe people Context triple: [Rukwa Valley, ethnicGroupPresent, Pimbwe people]
-
A.
Pimbwe people
chosen
The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
-
B.
Ovimbundu people
The Ovimbundu people are the largest ethnic group in Angola, traditionally agriculturalists and traders concentrated in the country’s central highlands, with a distinct culture and social organization.
-
C.
Mbojo people
The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
-
D.
Lungu people
The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
E.
Benga people
The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
- 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_69ca83228b24819085d22e7dc99f5d94 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe67409f08190b20d13d26e9a362c |
completed | March 31, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e2b483308190ab0bb30c483cafcc |
completed | April 4, 2026, 10:06 a.m. |
Created at: March 30, 2026, 6:17 p.m.