Triple

T22720282
Position Surface form Disambiguated ID Type / Status
Subject Bono East Region E561839 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Bono
Bono are an Akan ethnic group from central Ghana known for their rich cultural heritage, including elaborate festivals, gold craftsmanship, and influential precolonial states.
E1550635 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 | Statement: [Bono East Region, hasEthnicGroup, Bono]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bono
Context triple: [Bono East Region, hasEthnicGroup, Bono]
  • A. Bono
    Bono is a town in the historical Logudoro region of northern Sardinia, Italy, known for its traditional Sardinian culture and rural landscape.
  • B. Bono
    Bono is an Irish singer, songwriter, and activist best known as the lead vocalist and lyricist of the rock band U2.
  • C. Al Doyle
    Al Doyle is a British multi-instrumentalist best known as a member of the electronic band Hot Chip and formerly of LCD Soundsystem.
  • D. Adam Clayton
    Adam Clayton is an English-born Irish musician best known as the longtime bassist for the rock band U2.
  • E. Niall Byrne
    Niall Byrne is a composer known for creating film scores, including the soundtrack for the dance movie "StreetDance 2."
  • 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
Triple: [Bono East Region, hasEthnicGroup, Bono]
Generated description
Bono are an Akan ethnic group from central Ghana known for their rich cultural heritage, including elaborate festivals, gold craftsmanship, and influential precolonial states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bono
Target entity description: Bono are an Akan ethnic group from central Ghana known for their rich cultural heritage, including elaborate festivals, gold craftsmanship, and influential precolonial states.
  • A. Bono
    Bono is an Irish singer, songwriter, and activist best known as the lead vocalist and lyricist of the rock band U2.
  • B. Bono
    Bono is a town in the historical Logudoro region of northern Sardinia, Italy, known for its traditional Sardinian culture and rural landscape.
  • C. Al Doyle
    Al Doyle is a British multi-instrumentalist best known as a member of the electronic band Hot Chip and formerly of LCD Soundsystem.
  • D. Adam Clayton
    Adam Clayton is an English-born Irish musician best known as the longtime bassist for the rock band U2.
  • E. Niall Byrne
    Niall Byrne is a composer known for creating film scores, including the soundtrack for the dance movie "StreetDance 2."
  • 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_69e2454fc984819088213b58ee87a002 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17910deb48190b38174e16868f3dd completed April 29, 2026, 3:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7edf9c988190ba19b094f3232c87 completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b8076dd848190b7ee7c745ddee3c5 completed May 18, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_6a0b819ebe90819088593ffcd70251b1 completed May 18, 2026, 9:16 p.m.
Created at: April 17, 2026, 3:19 p.m.