Triple
T3959372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nama |
E85862
|
entity |
| Predicate | belongsToEthnolinguisticGroup |
P17311
|
FINISHED |
| Object |
Khoekhoe
Khoekhoe are an indigenous pastoralist people of southwestern Africa, historically known as Hottentots, who speak a Khoisan language characterized by click consonants.
|
E9577
|
NE FINISHED |
How this triple was built (4 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: Khoekhoe | Statement: [Nama, belongsToEthnolinguisticGroup, Khoekhoe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khoekhoe Context triple: [Nama, belongsToEthnolinguisticGroup, Khoekhoe]
-
A.
Sotho
Sotho is a Bantu language of Southern Africa, primarily spoken in Lesotho and South Africa, where it serves as one of the country’s official languages.
-
B.
Khoisan languages
Khoisan languages are a group of indigenous African language families best known for their distinctive click consonants and their speakers’ long-standing presence in southern Africa.
-
C.
Setswana
Setswana is a Bantu language spoken primarily in Botswana and parts of South Africa, known for being one of the region’s major indigenous languages.
-
D.
Tshivenda
Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
-
E.
Sotho-Tswana peoples
The Sotho-Tswana peoples are a closely related group of Bantu-speaking ethnic communities of Southern Africa, including the Sotho, Tswana, and Pedi, known for shared linguistic, cultural, and historical traditions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Khoekhoe Triple: [Nama, belongsToEthnolinguisticGroup, Khoekhoe]
Generated description
Khoekhoe are an indigenous pastoralist people of southwestern Africa, historically known as Hottentots, who speak a Khoisan language characterized by click consonants.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khoekhoe Target entity description: Khoekhoe are an indigenous pastoralist people of southwestern Africa, historically known as Hottentots, who speak a Khoisan language characterized by click consonants.
-
A.
Sotho
Sotho is a Bantu language of Southern Africa, primarily spoken in Lesotho and South Africa, where it serves as one of the country’s official languages.
-
B.
Khoisan languages
chosen
Khoisan languages are a group of indigenous African language families best known for their distinctive click consonants and their speakers’ long-standing presence in southern Africa.
-
C.
Setswana
Setswana is a Bantu language spoken primarily in Botswana and parts of South Africa, known for being one of the region’s major indigenous languages.
-
D.
Tshivenda
Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
-
E.
Sotho-Tswana peoples
The Sotho-Tswana peoples are a closely related group of Bantu-speaking ethnic communities of Southern Africa, including the Sotho, Tswana, and Pedi, known for shared linguistic, cultural, and historical traditions.
- F. None of above.
Provenance (5 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_69aed93a96908190bcbdbfa718f155bd |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef95ef8988190ba504cdfc217c4fa |
completed | March 9, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c412f6481908e2da2e3de365f20 |
completed | March 14, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69b54ce136c08190bfb049783e171cd0 |
completed | March 14, 2026, 11:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54d52732c8190b746ab0862976432 |
completed | March 14, 2026, 11:58 a.m. |
Created at: March 9, 2026, 3:31 p.m.