Triple

T11469326
Position Surface form Disambiguated ID Type / Status
Subject Kxoe language E271859 entity
Predicate belongsToBranch P4276 FINISHED
Object Kalahari Khoe
Kalahari Khoe is a branch of the Khoe language family comprising several closely related indigenous languages spoken by Khoe-speaking communities in the Kalahari region of southern Africa.
E928399 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 | Statement: [Kxoe language, belongsToBranch, Kalahari Khoe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalahari Khoe
Context triple: [Kxoe language, belongsToBranch, Kalahari Khoe]
  • A. Kalahari Basin
    The Kalahari Basin is a large inland drainage basin in southern Africa that encompasses and gives rise to the arid Kalahari Desert and surrounding semi-arid regions.
  • B. Bushmans River
    Bushmans River is a river in the KwaZulu-Natal province of South Africa that flows through the town of Estcourt and is part of the Tugela River catchment.
  • C. Griqualand West
    Griqualand West was a 19th-century British colonial territory in southern Africa, centered on the diamond-rich area around Kimberley.
  • D. Lusiana
    Lusiana is a small town in the Veneto region of northern Italy, known as the birthplace of Indian politician Sonia Gandhi.
  • E. Umkhrah
    Umkhrah is a river in the Indian state of Meghalaya that flows through the city of Shillong and is significant to the local Khasi community.
  • 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
Triple: [Kxoe language, belongsToBranch, Kalahari Khoe]
Generated description
Kalahari Khoe is a branch of the Khoe language family comprising several closely related indigenous languages spoken by Khoe-speaking communities in the Kalahari region of southern Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalahari Khoe
Target entity description: Kalahari Khoe is a branch of the Khoe language family comprising several closely related indigenous languages spoken by Khoe-speaking communities in the Kalahari region of southern Africa.
  • A. Kalahari Basin
    The Kalahari Basin is a large inland drainage basin in southern Africa that encompasses and gives rise to the arid Kalahari Desert and surrounding semi-arid regions.
  • B. Bushmans River
    Bushmans River is a river in the KwaZulu-Natal province of South Africa that flows through the town of Estcourt and is part of the Tugela River catchment.
  • C. Griqualand West
    Griqualand West was a 19th-century British colonial territory in southern Africa, centered on the diamond-rich area around Kimberley.
  • D. Lusiana
    Lusiana is a small town in the Veneto region of northern Italy, known as the birthplace of Indian politician Sonia Gandhi.
  • E. Umkhrah
    Umkhrah is a river in the Indian state of Meghalaya that flows through the city of Shillong and is significant to the local Khasi community.
  • 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_69e6042507c4819096afc2839fda186d completed April 20, 2026, 10:47 a.m.
NEDg Description generation batch_69e610a07bf881908de79850edb9576f completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e617fdaaa88190a1860fb00309596b completed April 20, 2026, 12:11 p.m.
Created at: April 8, 2026, 9:35 p.m.