Triple
T5666365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ǀXam people |
E124866
|
entity |
| Predicate | relatedEthnicGroup |
P1969
|
FINISHED |
| Object |
!Kung people
The !Kung people are an Indigenous San hunter-gatherer group of the Kalahari region in southern Africa, known for their click-language, egalitarian social structure, and deep ecological knowledge.
|
E547237
|
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: !Kung people | Statement: [ǀXam people, relatedEthnicGroup, !Kung people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: !Kung people Context triple: [ǀXam people, relatedEthnicGroup, !Kung people]
-
A.
Warumungu people
The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
-
B.
Nggela people
The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
-
C.
Ngarluma people
The Ngarluma people are an Aboriginal Australian group whose ancestral lands lie in the coastal and inland areas of Western Australia’s Pilbara, with a rich cultural heritage, language, and ongoing role in caring for their Country.
-
D.
Lekwungen people
The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
-
E.
Biripi people
The Biripi people are an Aboriginal Australian group whose traditional lands lie in the mid-north coast region of New South Wales.
- 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: !Kung people Triple: [ǀXam people, relatedEthnicGroup, !Kung people]
Generated description
The !Kung people are an Indigenous San hunter-gatherer group of the Kalahari region in southern Africa, known for their click-language, egalitarian social structure, and deep ecological knowledge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: !Kung people Target entity description: The !Kung people are an Indigenous San hunter-gatherer group of the Kalahari region in southern Africa, known for their click-language, egalitarian social structure, and deep ecological knowledge.
-
A.
Warumungu people
The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
-
B.
Nggela people
The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
-
C.
Ngarluma people
The Ngarluma people are an Aboriginal Australian group whose ancestral lands lie in the coastal and inland areas of Western Australia’s Pilbara, with a rich cultural heritage, language, and ongoing role in caring for their Country.
-
D.
Lekwungen people
The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
-
E.
Biripi people
The Biripi people are an Aboriginal Australian group whose traditional lands lie in the mid-north coast region of New South Wales.
- 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_69c00828906881908966f270b8f130cf |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02345004081908858867be48d3885 |
completed | March 22, 2026, 5:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c097dbdbc081909dd228c61461c5c8 |
completed | March 23, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69c098ba92408190b61b115540fce941 |
completed | March 23, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c099b4bc4481909e7cf6886e5ccbea |
completed | March 23, 2026, 1:39 a.m. |
Created at: March 22, 2026, 3:43 p.m.