Triple

T16767546
Position Surface form Disambiguated ID Type / Status
Subject Kalabari language E407504 entity
Predicate alternativeName P39 FINISHED
Object Kalahari (variant spelling)
Kalahari (variant spelling) is an alternative form of the name for the Kalabari language, an Ijoid language spoken by the Kalabari people of Nigeria’s Niger Delta region.
 E1231976 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 (variant spelling) | Statement: [Kalabari language, alternativeName, Kalahari (variant spelling)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalahari (variant spelling)
Context triple: [Kalabari language, alternativeName, Kalahari (variant spelling)]
  • A. 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.
  • B. Eastern Kalahari Khoe
    Eastern Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the eastern Kalahari region of southern Africa.
  • C. 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.
  • D. Western Kalahari Khoe
    Western Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the western Kalahari region of southern Africa.
  • E. Kalahari Desert
    The Kalahari Desert is a vast semi-arid sandy savanna in southern Africa known for its red dunes, sparse vegetation, and unique wildlife adapted to its dry conditions.
  • 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 (variant spelling)
Triple: [Kalabari language, alternativeName, Kalahari (variant spelling)]
Generated description
Kalahari (variant spelling) is an alternative form of the name for the Kalabari language, an Ijoid language spoken by the Kalabari people of Nigeria’s Niger Delta region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalahari (variant spelling)
Target entity description: Kalahari (variant spelling) is an alternative form of the name for the Kalabari language, an Ijoid language spoken by the Kalabari people of Nigeria’s Niger Delta region.
  • A. 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.
  • B. Eastern Kalahari Khoe
    Eastern Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the eastern Kalahari region of southern Africa.
  • C. 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.
  • D. Western Kalahari Khoe
    Western Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the western Kalahari region of southern Africa.
  • E. Kalahari Desert
    The Kalahari Desert is a vast semi-arid sandy savanna in southern Africa known for its red dunes, sparse vegetation, and unique wildlife adapted to its dry conditions.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a531ea7c81908630f16f6c685d49 completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a5b3ce848190a73f06d9708bfc85 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6734d008190bb0a5aa28826e73a completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.