Triple
T6366930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ovambo |
E143250
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object | Herero |
E98566
|
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: Herero | Statement: [Ovambo, closelyRelatedTo, Herero]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herero Context triple: [Ovambo, closelyRelatedTo, Herero]
-
A.
Herero
chosen
Herero is a Bantu language spoken primarily by the Herero people of Namibia and neighboring countries.
-
B.
Khoikhoi
The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
-
C.
Ovambo people
The Ovambo people are a Bantu ethnic group of southern Africa, primarily inhabiting northern Namibia and southern Angola, known for their farming traditions, rich cultural practices, and significant demographic presence in Namibia.
-
D.
Khoisan peoples
The Khoisan peoples are indigenous ethnic groups of southern Africa known for their ancient hunter-gatherer and pastoralist traditions and distinctive click-language families.
-
E.
Maasai
Maasai is a Nilotic language spoken primarily by the Maasai people of Kenya and Tanzania.
- 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_69c008d8c61081908bcaf61510d881ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06811de2881909ead116117956981 |
completed | March 22, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d8059588190a7d052889b25a8b6 |
completed | March 27, 2026, 7:10 a.m. |
Created at: March 22, 2026, 4:32 p.m.