Triple

T11253951
Position Surface form Disambiguated ID Type / Status
Subject Ngbaka language E266389 entity
Predicate subfamily P4180 FINISHED
Object Gbaya–Manza–Ngbaka
Gbaya–Manza–Ngbaka is a branch of the Ubangian language family comprising closely related Central African languages spoken primarily in the Central African Republic and surrounding regions.
 E914518 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: Gbaya–Manza–Ngbaka | Statement: [Ngbaka language, subfamily, Gbaya–Manza–Ngbaka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gbaya–Manza–Ngbaka
Context triple: [Ngbaka language, subfamily, Gbaya–Manza–Ngbaka]
  • A. Ebanga
    Ebanga is a monoclonal antibody drug used to treat Zaire ebolavirus infection (Ebola virus disease).
  • B. Dutsin-Ma
    Dutsin-Ma is a town in northern Nigeria known for hosting the Federal University Dutsin-Ma and serving as an important local commercial and educational center.
  • C. Abong-Mbang
    Abong-Mbang is a town in eastern Cameroon that serves as a local administrative and commercial center in the East Region.
  • D. Tontemboan
    Tontemboan is an Austronesian language spoken by the Tontemboan people in North Sulawesi, Indonesia.
  • E. Gbona
    "Gbona" is a popular Afro-fusion song by Nigerian artist Burna Boy, known for its laid-back groove, Yoruba-infused lyrics, and celebration of African resilience and warmth.
  • 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: Gbaya–Manza–Ngbaka
Triple: [Ngbaka language, subfamily, Gbaya–Manza–Ngbaka]
Generated description
Gbaya–Manza–Ngbaka is a branch of the Ubangian language family comprising closely related Central African languages spoken primarily in the Central African Republic and surrounding regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gbaya–Manza–Ngbaka
Target entity description: Gbaya–Manza–Ngbaka is a branch of the Ubangian language family comprising closely related Central African languages spoken primarily in the Central African Republic and surrounding regions.
  • A. Ebanga
    Ebanga is a monoclonal antibody drug used to treat Zaire ebolavirus infection (Ebola virus disease).
  • B. Dutsin-Ma
    Dutsin-Ma is a town in northern Nigeria known for hosting the Federal University Dutsin-Ma and serving as an important local commercial and educational center.
  • C. Abong-Mbang
    Abong-Mbang is a town in eastern Cameroon that serves as a local administrative and commercial center in the East Region.
  • D. Tontemboan
    Tontemboan is an Austronesian language spoken by the Tontemboan people in North Sulawesi, Indonesia.
  • E. Gbona
    "Gbona" is a popular Afro-fusion song by Nigerian artist Burna Boy, known for its laid-back groove, Yoruba-infused lyrics, and celebration of African resilience and warmth.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9346f4c8190b29c2cf3a29cd1d1 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cc941d34819099ae30713bdd03e5 completed April 19, 2026, 12:37 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.