Triple

T6640180
Position Surface form Disambiguated ID Type / Status
Subject Grassfields languages E150566 entity
Predicate hasNotableLanguage P7390 FINISHED
Object Kom language (Cameroon)
Kom is a Grassfields Bantu language spoken primarily by the Kom people in Cameroon’s Northwest Region.
 E608324 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: Kom language (Cameroon) | Statement: [Grassfields languages, hasNotableLanguage, Kom language (Cameroon)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kom language (Cameroon)
Context triple: [Grassfields languages, hasNotableLanguage, Kom language (Cameroon)]
  • A. Kumbo language
    The Kumbo language is a lesser-known Niger-Congo language spoken by an Ijaw community in Nigeria, forming part of the broader Ijaw language cluster of the Niger Delta region.
  • B. Jarawa language of Cameroon
    The Jarawa language of Cameroon is an Afro-Asiatic (Chadic) language spoken by a small ethnic community in northern Cameroon, distinct from the better-known Jarawa language of the Andaman Islands.
  • C. Tontemboan language
    The Tontemboan language is an Austronesian language spoken by the Tontemboan people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
  • D. Konjo language
    The Konjo language is an Austronesian language spoken by the Konjo people of South Sulawesi, Indonesia, known for its distinct coastal and highland dialects.
  • E. Kalabari language
    The Kalabari language is an Ijoid language spoken primarily by the Kalabari people of Nigeria’s Niger Delta region.
  • 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: Kom language (Cameroon)
Triple: [Grassfields languages, hasNotableLanguage, Kom language (Cameroon)]
Generated description
Kom is a Grassfields Bantu language spoken primarily by the Kom people in Cameroon’s Northwest Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kom language (Cameroon)
Target entity description: Kom is a Grassfields Bantu language spoken primarily by the Kom people in Cameroon’s Northwest Region.
  • A. Kumbo language
    The Kumbo language is a lesser-known Niger-Congo language spoken by an Ijaw community in Nigeria, forming part of the broader Ijaw language cluster of the Niger Delta region.
  • B. Jarawa language of Cameroon
    The Jarawa language of Cameroon is an Afro-Asiatic (Chadic) language spoken by a small ethnic community in northern Cameroon, distinct from the better-known Jarawa language of the Andaman Islands.
  • C. Tontemboan language
    The Tontemboan language is an Austronesian language spoken by the Tontemboan people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
  • D. Konjo language
    The Konjo language is an Austronesian language spoken by the Konjo people of South Sulawesi, Indonesia, known for its distinct coastal and highland dialects.
  • E. Kalabari language
    The Kalabari language is an Ijoid language spoken primarily by the Kalabari people of Nigeria’s Niger Delta region.
  • 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_69c687f0ceb08190bf40807bfc605fa5 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aff1fe8081908c32db341b0fb354 completed March 27, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e455edb88190983f74f39e55665c completed March 27, 2026, 8:11 p.m.
NEDg Description generation batch_69c6e8584bd08190bb45747aca6e9327 completed March 27, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69c6e8dcc9bc819099ba39f67677195b completed March 27, 2026, 8:30 p.m.
Created at: March 27, 2026, 2 p.m.