Triple

T21500216
Position Surface form Disambiguated ID Type / Status
Subject Kogi language E530454 entity
Predicate alternateName P39 FINISHED
Object Kaggaba
Kaggaba is another name for the Kogi language, an indigenous Chibchan language spoken by the Kogi people of Colombia’s Sierra Nevada de Santa Marta.
E1487742 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: Kaggaba | Statement: [Kogi language, alternateName, Kaggaba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kaggaba
Context triple: [Kogi language, alternateName, Kaggaba]
  • A. Kibembe
    Kibembe is a Bantu language spoken primarily by communities in and around the Uvira region of the eastern Democratic Republic of the Congo.
  • B. Kazungula
    Kazungula is a border town in southern Africa, strategically located near the Zambezi River where Botswana, Zambia, Zimbabwe, and Namibia meet, and known for its important regional transport links.
  • C. Bafumbira
    Bafumbira are a Bantu-speaking ethnic group closely related to the Banyarwanda and Barundi, known for inhabiting the hilly border region where Uganda meets Rwanda and the Democratic Republic of Congo.
  • D. Igembe
    Igembe are a distinct subgroup of the Meru people of Kenya, known for their unique dialect and cultural traditions within the broader Meru community.
  • E. Nkambe
    Nkambe is a town and administrative center in northwestern Cameroon known for its role as the capital of Donga-Mantung Division.
  • 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: Kaggaba
Triple: [Kogi language, alternateName, Kaggaba]
Generated description
Kaggaba is another name for the Kogi language, an indigenous Chibchan language spoken by the Kogi people of Colombia’s Sierra Nevada de Santa Marta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kaggaba
Target entity description: Kaggaba is another name for the Kogi language, an indigenous Chibchan language spoken by the Kogi people of Colombia’s Sierra Nevada de Santa Marta.
  • A. Kibembe
    Kibembe is a Bantu language spoken primarily by communities in and around the Uvira region of the eastern Democratic Republic of the Congo.
  • B. Kazungula
    Kazungula is a border town in southern Africa, strategically located near the Zambezi River where Botswana, Zambia, Zimbabwe, and Namibia meet, and known for its important regional transport links.
  • C. Bafumbira
    Bafumbira are a Bantu-speaking ethnic group closely related to the Banyarwanda and Barundi, known for inhabiting the hilly border region where Uganda meets Rwanda and the Democratic Republic of Congo.
  • D. Igembe
    Igembe are a distinct subgroup of the Meru people of Kenya, known for their unique dialect and cultural traditions within the broader Meru community.
  • E. Nkambe
    Nkambe is a town and administrative center in northwestern Cameroon known for its role as the capital of Donga-Mantung Division.
  • 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_69e0c45bd15481909fba5910765cdda2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea5ae154819090299773b373b921 completed April 23, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e13d6bc88190a55f46c68c9c55c2 completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e1fc4f7881909e198768cdb43747 completed May 17, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_6a09e2c86858819092216c12d8aa3348 completed May 17, 2026, 3:46 p.m.
Created at: April 16, 2026, 6:24 p.m.