Triple

T11469300
Position Surface form Disambiguated ID Type / Status
Subject Gǀui language E271858 entity
Predicate alternativeName P39 FINISHED
Object Gǀui-Gǁana (cluster)
Gǀui-Gǁana (cluster) is a group of closely related Khoe-Kwadi languages spoken by indigenous communities in Botswana.
 E927249 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: Gǀui-Gǁana (cluster) | Statement: [Gǀui language, alternativeName, Gǀui-Gǁana (cluster)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gǀui-Gǁana (cluster)
Context triple: [Gǀui language, alternativeName, Gǀui-Gǁana (cluster)]
  • A. Tswa-Ronga group
    The Tswa-Ronga group is a closely related cluster of Bantu languages spoken primarily in southern Mozambique and neighboring regions, encompassing varieties such as Tswa, Ronga, and Tsonga.
  • B. Kulisusu–Koroni cluster
    The Kulisusu–Koroni cluster is a subgroup of closely related Austronesian languages spoken in southeastern Sulawesi, Indonesia.
  • C. Berta cluster
    Berta cluster is a group of closely related Berta languages spoken primarily in the border regions of Sudan and Ethiopia.
  • D. Gashua
    Gashua is a town in northeastern Nigeria that serves as an important commercial and administrative center in Yobe State.
  • E. Gonja
    Gonja are an ethnic group in northern Ghana known for their distinct language, chieftaincy traditions, and historical Gonja kingdom.
  • 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: Gǀui-Gǁana (cluster)
Triple: [Gǀui language, alternativeName, Gǀui-Gǁana (cluster)]
Generated description
Gǀui-Gǁana (cluster) is a group of closely related Khoe-Kwadi languages spoken by indigenous communities in Botswana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gǀui-Gǁana (cluster)
Target entity description: Gǀui-Gǁana (cluster) is a group of closely related Khoe-Kwadi languages spoken by indigenous communities in Botswana.
  • A. Tswa-Ronga group
    The Tswa-Ronga group is a closely related cluster of Bantu languages spoken primarily in southern Mozambique and neighboring regions, encompassing varieties such as Tswa, Ronga, and Tsonga.
  • B. Kulisusu–Koroni cluster
    The Kulisusu–Koroni cluster is a subgroup of closely related Austronesian languages spoken in southeastern Sulawesi, Indonesia.
  • C. Berta cluster
    Berta cluster is a group of closely related Berta languages spoken primarily in the border regions of Sudan and Ethiopia.
  • D. Gashua
    Gashua is a town in northeastern Nigeria that serves as an important commercial and administrative center in Yobe State.
  • E. Gonja
    Gonja are an ethnic group in northern Ghana known for their distinct language, chieftaincy traditions, and historical Gonja kingdom.
  • 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_69e5e94ea4748190b375e644b2f1a46c completed April 20, 2026, 8:52 a.m.
NEDg Description generation batch_69e5f15a50b881908d0930021833ae74 completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f88f16748190826a7fc5d27019d7 completed April 20, 2026, 9:57 a.m.
Created at: April 8, 2026, 9:35 p.m.