Triple

T21713879
Position Surface form Disambiguated ID Type / Status
Subject Kinyankole language E535971 entity
Predicate neighboringLanguages P16383 FINISHED
Object Rukiga language
Rukiga language is a Bantu language spoken primarily by the Bakiga people in southwestern Uganda.
 E1499700 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: Rukiga language | Statement: [Kinyankole language, neighboringLanguages, Rukiga language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rukiga language
Context triple: [Kinyankole language, neighboringLanguages, Rukiga language]
  • A. Lusoga language
    The Lusoga language is a Bantu language spoken primarily by the Basoga people in eastern Uganda.
  • B. Ngindo language
    The Ngindo language is a Bantu language spoken by the Ngindo people of southeastern Tanzania.
  • C. Kinyankole language
    The Kinyankole language is a Bantu language spoken primarily by the Banyankole people in southwestern Uganda.
  • D. Nyamwezi language
    The Nyamwezi language is a Bantu language spoken primarily by the Nyamwezi people of western-central Tanzania.
  • E. Nyungwe language
    Nyungwe is a Bantu language of the Sena–Nyanja group spoken primarily in central Mozambique.
  • 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: Rukiga language
Triple: [Kinyankole language, neighboringLanguages, Rukiga language]
Generated description
Rukiga language is a Bantu language spoken primarily by the Bakiga people in southwestern Uganda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rukiga language
Target entity description: Rukiga language is a Bantu language spoken primarily by the Bakiga people in southwestern Uganda.
  • A. Lusoga language
    The Lusoga language is a Bantu language spoken primarily by the Basoga people in eastern Uganda.
  • B. Ngindo language
    The Ngindo language is a Bantu language spoken by the Ngindo people of southeastern Tanzania.
  • C. Kinyankole language
    The Kinyankole language is a Bantu language spoken primarily by the Banyankole people in southwestern Uganda.
  • D. Nyamwezi language
    The Nyamwezi language is a Bantu language spoken primarily by the Nyamwezi people of western-central Tanzania.
  • E. Nyungwe language
    Nyungwe is a Bantu language of the Sena–Nyanja group spoken primarily in central Mozambique.
  • 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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb5369be88190bafc10863d4d1bd7 completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ec80c508190b46dcd4db623f900 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a30ab32f08190b49005a37ce281b6 completed May 17, 2026, 9:18 p.m.
NED2 Entity disambiguation (via description) batch_6a0a319460888190b74341c50719ac80 completed May 17, 2026, 9:22 p.m.
Created at: April 16, 2026, 6:47 p.m.