Triple
T16553300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khoe |
E402125
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Kalahari Khoe branch
The Kalahari Khoe branch is a subgroup of the Khoe peoples comprising communities traditionally inhabiting the Kalahari region of southern Africa, known for their distinct Khoe languages and cultural practices.
|
E1220527
|
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: Kalahari Khoe branch | Statement: [Khoe, hasSubgroup, Kalahari Khoe branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalahari Khoe branch Context triple: [Khoe, hasSubgroup, Kalahari Khoe branch]
-
A.
Molopo River
The Molopo River is a largely intermittent river in Southern Africa that forms part of the border between South Africa and Botswana and drains a semi-arid region.
-
B.
Sabie River
The Sabie River is a major watercourse in northeastern South Africa and Mozambique, renowned for its rich biodiversity and as a key wildlife viewing area within and around Kruger National Park.
-
C.
Hoanib River
The Hoanib River is an ephemeral river in northwestern Namibia known for its desert-adapted wildlife and dramatic, arid landscapes.
-
D.
Molopo River basin
The Molopo River basin is a semi-arid drainage region in southern Africa that collects runoff from parts of Botswana, South Africa, and Namibia, feeding the intermittent Molopo River system.
-
E.
Meshwo River
Meshwo River is a smaller river in western India that serves as one of the tributaries feeding into the Sabarmati River system.
- 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: Kalahari Khoe branch Triple: [Khoe, hasSubgroup, Kalahari Khoe branch]
Generated description
The Kalahari Khoe branch is a subgroup of the Khoe peoples comprising communities traditionally inhabiting the Kalahari region of southern Africa, known for their distinct Khoe languages and cultural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kalahari Khoe branch Target entity description: The Kalahari Khoe branch is a subgroup of the Khoe peoples comprising communities traditionally inhabiting the Kalahari region of southern Africa, known for their distinct Khoe languages and cultural practices.
-
A.
Molopo River
The Molopo River is a largely intermittent river in Southern Africa that forms part of the border between South Africa and Botswana and drains a semi-arid region.
-
B.
Sabie River
The Sabie River is a major watercourse in northeastern South Africa and Mozambique, renowned for its rich biodiversity and as a key wildlife viewing area within and around Kruger National Park.
-
C.
Hoanib River
The Hoanib River is an ephemeral river in northwestern Namibia known for its desert-adapted wildlife and dramatic, arid landscapes.
-
D.
Molopo River basin
The Molopo River basin is a semi-arid drainage region in southern Africa that collects runoff from parts of Botswana, South Africa, and Namibia, feeding the intermittent Molopo River system.
-
E.
Meshwo River
Meshwo River is a smaller river in western India that serves as one of the tributaries feeding into the Sabarmati River system.
- 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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e34fc737ac8190b755e2a39b6ef32b |
completed | April 18, 2026, 9:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0067b87b608190950b8f14e6aceed3 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a00686f87408190b7d8a41cd54735d8 |
completed | May 10, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a006b6edd7081908730363b267253dd |
completed | May 10, 2026, 11:26 a.m. |
Created at: April 10, 2026, 5:15 a.m.