Triple

T9016975
Position Surface form Disambiguated ID Type / Status
Subject Kofi Abrefa Busia E215616 entity
Predicate ethnicGroup P194 FINISHED
Object Bono people
The Bono people are an Akan ethnic group from central Ghana known for their early centralized states, rich gold trade history, and influential role in Akan culture and politics.
E784663 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: Bono people | Statement: [Kofi Abrefa Busia, ethnicGroup, Bono people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bono people
Context triple: [Kofi Abrefa Busia, ethnicGroup, Bono people]
  • A. Tontemboan people
    The Tontemboan people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian language and cultural traditions.
  • B. Banaban people
    The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
  • C. Konjo people
    The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
  • D. Mbojo people
    The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
  • E. 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.
  • 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: Bono people
Triple: [Kofi Abrefa Busia, ethnicGroup, Bono people]
Generated description
The Bono people are an Akan ethnic group from central Ghana known for their early centralized states, rich gold trade history, and influential role in Akan culture and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bono people
Target entity description: The Bono people are an Akan ethnic group from central Ghana known for their early centralized states, rich gold trade history, and influential role in Akan culture and politics.
  • A. Tontemboan people
    The Tontemboan people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian language and cultural traditions.
  • B. Banaban people
    The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
  • C. Konjo people
    The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
  • D. Mbojo people
    The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
  • E. 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.
  • 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_69ca83a38aa88190bf1bb80c4548b5e2 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69fd2a888190a20bf18cd226a180 completed April 1, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69d065b8e9fc8190b1eff91f2048e771 completed April 4, 2026, 1:13 a.m.
NEDg Description generation batch_69d066f0aa588190997de81afd8dc0b5 completed April 4, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69d067e17fac819095544182f3232bf5 completed April 4, 2026, 1:22 a.m.
Created at: March 30, 2026, 7:06 p.m.