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.