Triple

T11397601
Position Surface form Disambiguated ID Type / Status
Subject Yakoma language E270017 entity
Predicate region P40 FINISHED
Object 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.
E925180 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: Ubangi River region | Statement: [Yakoma language, region, Ubangi River region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ubangi River region
Context triple: [Yakoma language, region, Ubangi River region]
  • A. Emba River region
    The Emba River region is a historical area in western Kazakhstan that served as part of the traditional homeland of the Junior zhuz, one of the three main Kazakh tribal confederations.
  • B. 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.
  • C. Upper Mazaruni River region
    The Upper Mazaruni River region is a remote area of western Guyana known for its indigenous Akawaio communities, dense rainforest, and rich biodiversity.
  • D. Banda Basin
    The Banda Basin is a deep oceanic basin in eastern Indonesia, known for its complex tectonic setting and very deep waters within the Banda Sea region.
  • E. Logone floodplain
    The Logone floodplain is an extensive seasonal wetland ecosystem in the Lake Chad Basin of Cameroon and Chad, known for its rich biodiversity, fisheries, and support of local pastoral and agricultural 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: Ubangi River region
Triple: [Yakoma language, region, Ubangi River region]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ubangi River region
Target entity description: 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.
  • A. Emba River region
    The Emba River region is a historical area in western Kazakhstan that served as part of the traditional homeland of the Junior zhuz, one of the three main Kazakh tribal confederations.
  • B. 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.
  • C. Upper Mazaruni River region
    The Upper Mazaruni River region is a remote area of western Guyana known for its indigenous Akawaio communities, dense rainforest, and rich biodiversity.
  • D. Banda Basin
    The Banda Basin is a deep oceanic basin in eastern Indonesia, known for its complex tectonic setting and very deep waters within the Banda Sea region.
  • E. Logone floodplain
    The Logone floodplain is an extensive seasonal wetland ecosystem in the Lake Chad Basin of Cameroon and Chad, known for its rich biodiversity, fisheries, and support of local pastoral and agricultural 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_69d6aacdbc6c8190af6dc3d5f5d22836 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d80019d3d48190a2f473deb6eae33a completed April 9, 2026, 7:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b8250c288190b5bff70f7445b815 completed April 20, 2026, 5:22 a.m.
NEDg Description generation batch_69e5c289b5ac81909bdaec61a66f6654 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c43f4b4c8190aeae600364d2e4ac completed April 20, 2026, 6:14 a.m.
Created at: April 8, 2026, 9:34 p.m.