Triple

T6823685
Position Surface form Disambiguated ID Type / Status
Subject Annan E156960 entity
Predicate hasNotableBearer P458 FINISHED
Object Kojo Annan
Kojo Annan is a Ghanaian businessman best known as the son of former United Nations Secretary-General Kofi Annan and for his involvement in the UN Oil-for-Food Programme controversy.
E624824 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: Kojo Annan | Statement: [Annan, hasNotableBearer, Kojo Annan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kojo Annan
Context triple: [Annan, hasNotableBearer, Kojo Annan]
  • A. Kobina Annan
    Kobina Annan is a Ghanaian diplomat and businessman best known as the younger brother of former UN Secretary-General Kofi Annan.
  • B. Gabriele Annan
    Gabriele Annan was a German-born British literary critic and editor known for her influential book reviews and contributions to major British publications.
  • C. Kofi Annan
    Kofi Annan was a Ghanaian diplomat who served as Secretary-General of the United Nations from 1997 to 2006 and was a co-recipient of the 2001 Nobel Peace Prize.
  • D. Noel Annan
    Noel Annan was a British historian, intelligence officer, and academic administrator known for his influential work on modern intellectual history and his leadership roles at University College London and King's College, Cambridge.
  • E. Kofi Kinaata
    Kofi Kinaata is a Ghanaian highlife and hiplife musician and songwriter renowned for his witty, proverb-rich lyrics and storytelling style.
  • 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: Kojo Annan
Triple: [Annan, hasNotableBearer, Kojo Annan]
Generated description
Kojo Annan is a Ghanaian businessman best known as the son of former United Nations Secretary-General Kofi Annan and for his involvement in the UN Oil-for-Food Programme controversy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kojo Annan
Target entity description: Kojo Annan is a Ghanaian businessman best known as the son of former United Nations Secretary-General Kofi Annan and for his involvement in the UN Oil-for-Food Programme controversy.
  • A. Kobina Annan
    Kobina Annan is a Ghanaian diplomat and businessman best known as the younger brother of former UN Secretary-General Kofi Annan.
  • B. Gabriele Annan
    Gabriele Annan was a German-born British literary critic and editor known for her influential book reviews and contributions to major British publications.
  • C. Kofi Annan
    Kofi Annan was a Ghanaian diplomat who served as Secretary-General of the United Nations from 1997 to 2006 and was a co-recipient of the 2001 Nobel Peace Prize.
  • D. Noel Annan
    Noel Annan was a British historian, intelligence officer, and academic administrator known for his influential work on modern intellectual history and his leadership roles at University College London and King's College, Cambridge.
  • E. Kofi Kinaata
    Kofi Kinaata is a Ghanaian highlife and hiplife musician and songwriter renowned for his witty, proverb-rich lyrics and storytelling style.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d580ca448190aa6d52908ca50e39 completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7426356a88190a36b53a46c1776e0 completed March 28, 2026, 2:52 a.m.
NEDg Description generation batch_69c7435af2b481908e06b3ec72dae7da completed March 28, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69c7443919ec819089040e50462864d1 completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:18 p.m.