Triple
T415246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khoisan languages |
E9577
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Khoikhoi peoples |
E14718
|
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: Khoikhoi peoples | Statement: [Khoisan languages, spokenBy, Khoikhoi peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khoikhoi peoples Context triple: [Khoisan languages, spokenBy, Khoikhoi peoples]
-
A.
Khoikhoi
chosen
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.
-
B.
Guarani peoples
The Guarani peoples are an indigenous group of South America, primarily inhabiting regions of Paraguay, Brazil, Argentina, and Bolivia, known for their distinct language, rich cultural traditions, and historical influence on the region’s identity.
-
C.
Kichwa people
The Kichwa people are an Indigenous group of the Andes and Amazon regions, primarily in Ecuador and neighboring countries, known for their Quechuan language varieties, traditional agriculture, and rich communal cultural practices.
-
D.
Dimasa people
The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
-
E.
Tongva people
The Tongva people are an Indigenous group native to the Los Angeles Basin and Southern Channel Islands in California, known for their complex maritime culture and long-standing presence in the region prior to European colonization.
- 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_69a2e80111fc8190961d5b7c6154123f |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ee8d835881908403ea23901e52b3 |
completed | Feb. 28, 2026, 1:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a42541cbe88190a35797797c17f3a1 |
completed | March 1, 2026, 11:38 a.m. |
Created at: Feb. 28, 2026, 1:09 p.m.