Triple

T3837794
Position Surface form Disambiguated ID Type / Status
Subject Ewondo language E91177 entity
Predicate spokenBy P2181 FINISHED
Object Ewondo people
The Ewondo people are a Central African ethnic group primarily from Cameroon, known for their rich cultural traditions and as one of the major Beti-Pahuin groups.
E445851 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: Ewondo people | Statement: [Ewondo language, spokenBy, Ewondo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ewondo people
Context triple: [Ewondo language, spokenBy, Ewondo people]
  • A. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • B. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • C. Toucouleur people
    The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
  • D. Nzema people
    The Nzema people are an Akan ethnic group primarily inhabiting southwestern Ghana and parts of southeastern Côte d’Ivoire, known for their rich cultural traditions, coastal settlements, and historical involvement in regional trade.
  • E. Nzebi people
    The Nzebi people are a Bantu ethnic group primarily inhabiting southern Gabon and parts of the Republic of the Congo, known for their rich oral traditions, distinctive music, and woodcarving arts.
  • 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: Ewondo people
Triple: [Ewondo language, spokenBy, Ewondo people]
Generated description
The Ewondo people are a Central African ethnic group primarily from Cameroon, known for their rich cultural traditions and as one of the major Beti-Pahuin groups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ewondo people
Target entity description: The Ewondo people are a Central African ethnic group primarily from Cameroon, known for their rich cultural traditions and as one of the major Beti-Pahuin groups.
  • A. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • B. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • C. Toucouleur people
    The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
  • D. Nzema people
    The Nzema people are an Akan ethnic group primarily inhabiting southwestern Ghana and parts of southeastern Côte d’Ivoire, known for their rich cultural traditions, coastal settlements, and historical involvement in regional trade.
  • E. Nzebi people
    The Nzebi people are a Bantu ethnic group primarily inhabiting southern Gabon and parts of the Republic of the Congo, known for their rich oral traditions, distinctive music, and woodcarving arts.
  • 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_69aed960b538819096561c8ed448dec9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb9d11f081909fc51e84657ec7f1 completed March 9, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd42094fec819099d8a8fbeca71bd4 completed March 20, 2026, 12:48 p.m.
NEDg Description generation batch_69bd4325dce08190912d368c4f714353 completed March 20, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69bd43ca589881908a6c6052353a0963 completed March 20, 2026, 12:55 p.m.
Created at: March 9, 2026, 3:18 p.m.