Triple

T12039905
Position Surface form Disambiguated ID Type / Status
Subject Bini language E286632 entity
Predicate spokenBy P2181 FINISHED
Object Bini people
The Bini people are an ethnic group from southern Nigeria, historically centered around the Benin Kingdom and known for their rich artistic, cultural, and political heritage.
E1201134 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: Bini people | Statement: [Bini language, spokenBy, Bini people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bini people
Context triple: [Bini language, spokenBy, Bini people]
  • A. Bongo people
    The Bongo people are an ethnic group of South Sudan, traditionally agriculturalists and hunters, known for their distinct culture and language within the Bongo–Bagirmi branch.
  • B. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • C. Basare people
    The Basare people are an ethnic group in West Africa, primarily found in parts of Ghana’s Oti Region and neighboring Togo, known for their distinct language and cultural traditions.
  • D. Sango people
    The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
  • E. 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.
  • 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: Bini people
Triple: [Bini language, spokenBy, Bini people]
Generated description
The Bini people are an ethnic group from southern Nigeria, historically centered around the Benin Kingdom and known for their rich artistic, cultural, and political heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bini people
Target entity description: The Bini people are an ethnic group from southern Nigeria, historically centered around the Benin Kingdom and known for their rich artistic, cultural, and political heritage.
  • A. Bongo people
    The Bongo people are an ethnic group of South Sudan, traditionally agriculturalists and hunters, known for their distinct culture and language within the Bongo–Bagirmi branch.
  • B. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • C. Basare people
    The Basare people are an ethnic group in West Africa, primarily found in parts of Ghana’s Oti Region and neighboring Togo, known for their distinct language and cultural traditions.
  • D. Sango people
    The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
  • E. 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.
  • 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_6a00077201c08190a0c3bb259856d5c9 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a000a52300c8190a7f6a8b6fa4bdf1e completed May 10, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_6a000acaae64819086cc10469f52c0b4 completed May 10, 2026, 4:34 a.m.
Created at: April 8, 2026, 9:47 p.m.