Triple
T11469311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kxoe language |
E271859
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Khwe people
The Khwe people are an indigenous San community of southern Africa, traditionally semi-nomadic hunter-gatherers living mainly in the Okavango and Zambezi regions of Namibia, Botswana, and Angola.
|
E1152632
|
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: Khwe people | Statement: [Kxoe language, spokenBy, Khwe people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khwe people Context triple: [Kxoe language, spokenBy, Khwe people]
-
A.
Murle people
The Murle people are an agro-pastoral ethnic group of South Sudan, known for their cattle herding, distinctive cultural traditions, and Nilo-Saharan linguistic heritage.
-
B.
Kaxabu people
The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
-
C.
Munji people
The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
-
D.
Nganasan people
The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
-
E.
Kwandi people
The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
- 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: Khwe people Triple: [Kxoe language, spokenBy, Khwe people]
Generated description
The Khwe people are an indigenous San community of southern Africa, traditionally semi-nomadic hunter-gatherers living mainly in the Okavango and Zambezi regions of Namibia, Botswana, and Angola.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khwe people Target entity description: The Khwe people are an indigenous San community of southern Africa, traditionally semi-nomadic hunter-gatherers living mainly in the Okavango and Zambezi regions of Namibia, Botswana, and Angola.
-
A.
Murle people
The Murle people are an agro-pastoral ethnic group of South Sudan, known for their cattle herding, distinctive cultural traditions, and Nilo-Saharan linguistic heritage.
-
B.
Kaxabu people
The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
-
C.
Munji people
The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
-
D.
Nganasan people
The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
-
E.
Kwandi people
The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
- F. None of above. chosen
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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d822f74144819094479690c8151073 |
completed | April 9, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b2e59e88190b58fdf9d9643aef9 |
completed | May 9, 2026, 10:23 a.m. |
| NEDg | Description generation | batch_69ff0bb903f881909619cece7def68e4 |
completed | May 9, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0c81636c81909536e69b48c5c400 |
completed | May 9, 2026, 10:29 a.m. |
Created at: April 8, 2026, 9:35 p.m.