Triple

T12039830
Position Surface form Disambiguated ID Type / Status
Subject Akoko languages E286630 entity
Predicate partOf P40 FINISHED
Object West Benue–Congo
West Benue–Congo is a major branch of the Benue–Congo subgroup of the Niger–Congo language family, encompassing numerous languages spoken primarily in western and central Nigeria.
E960810 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: West Benue–Congo | Statement: [Akoko languages, partOf, West Benue–Congo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: West Benue–Congo
Context triple: [Akoko languages, partOf, West Benue–Congo]
  • A. Bas-Congo
    Bas-Congo, now known as Kongo Central Province, is a western region of the Democratic Republic of the Congo bordering the Atlantic Ocean and Angola, historically significant as part of the Kingdom of Kongo.
  • B. Ubangi River region
    The Ubangi River region is a central African area along the Ubangi River, spanning parts of the Central African Republic and the Democratic Republic of the Congo, known for its linguistic and cultural diversity.
  • C. Lower Congo region
    The Lower Congo region is a coastal and riverine area in western Democratic Republic of the Congo, encompassing the lower reaches of the Congo River and including towns such as Muanda.
  • D. Upper Guinea
    Upper Guinea is a natural and historical region in eastern Guinea characterized by savanna landscapes and significant agricultural and mining activities.
  • E. Sanaga River basin
    The Sanaga River basin is the extensive watershed in Cameroon that collects and channels rainfall and tributary flows into the Sanaga River, the country’s largest river system and a key resource for hydropower, ecosystems, and local livelihoods.
  • 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: West Benue–Congo
Triple: [Akoko languages, partOf, West Benue–Congo]
Generated description
West Benue–Congo is a major branch of the Benue–Congo subgroup of the Niger–Congo language family, encompassing numerous languages spoken primarily in western and central Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: West Benue–Congo
Target entity description: West Benue–Congo is a major branch of the Benue–Congo subgroup of the Niger–Congo language family, encompassing numerous languages spoken primarily in western and central Nigeria.
  • A. Bas-Congo
    Bas-Congo, now known as Kongo Central Province, is a western region of the Democratic Republic of the Congo bordering the Atlantic Ocean and Angola, historically significant as part of the Kingdom of Kongo.
  • B. Ubangi River region
    The Ubangi River region is a central African area along the Ubangi River, spanning parts of the Central African Republic and the Democratic Republic of the Congo, known for its linguistic and cultural diversity.
  • C. Lower Congo region
    The Lower Congo region is a coastal and riverine area in western Democratic Republic of the Congo, encompassing the lower reaches of the Congo River and including towns such as Muanda.
  • D. Upper Guinea
    Upper Guinea is a natural and historical region in eastern Guinea characterized by savanna landscapes and significant agricultural and mining activities.
  • E. Sanaga River basin
    The Sanaga River basin is the extensive watershed in Cameroon that collects and channels rainfall and tributary flows into the Sanaga River, the country’s largest river system and a key resource for hydropower, ecosystems, and local livelihoods.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9040c1a6c8190aea1388e82dd8f5a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d9937a08190b2f606a1e55733b5 completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d9460bc8190869f2b7d095d98cb completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f56505c0b481909f9caaf338f73033 completed May 2, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:47 p.m.