Triple

T19047494
Position Surface form Disambiguated ID Type / Status
Subject College of Art, Kumasi E466172 entity
Predicate notableAlumnus P304 FINISHED
Object Atta Kwami
Atta Kwami was a Ghanaian painter, printmaker, and art historian known for his vibrant abstract works and significant contributions to contemporary African art.
 E1357785 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: Atta Kwami | Statement: [College of Art, Kumasi, notableAlumnus, Atta Kwami]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atta Kwami
Context triple: [College of Art, Kumasi, notableAlumnus, Atta Kwami]
  • A. Kwesi Botchwey
    Kwesi Botchwey was a prominent Ghanaian economist and politician who served as Ghana’s long-serving Minister of Finance and Economic Planning, particularly noted for overseeing major economic reforms in the 1980s and 1990s.
  • B. Kwame Yeboah
    Kwame Yeboah is a Ghanaian multi-instrumentalist, producer, and songwriter known for his work with artists such as Craig David and his contributions to contemporary Afro-fusion music.
  • C. Victor Mensah
    Victor Mensah is a writer known for his work associated with the Wolverhampton Wanderers football club (Wolves).
  • D. Kwame Baah
    Kwame Baah is a personal name that may refer to multiple individuals, commonly of Ghanaian origin.
  • E. Kofi Ansah
    Kofi Ansah was a renowned Ghanaian fashion designer celebrated for blending traditional African textiles with contemporary haute couture.
  • 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: Atta Kwami
Triple: [College of Art, Kumasi, notableAlumnus, Atta Kwami]
Generated description
Atta Kwami was a Ghanaian painter, printmaker, and art historian known for his vibrant abstract works and significant contributions to contemporary African art.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atta Kwami
Target entity description: Atta Kwami was a Ghanaian painter, printmaker, and art historian known for his vibrant abstract works and significant contributions to contemporary African art.
  • A. Kwesi Botchwey
    Kwesi Botchwey was a prominent Ghanaian economist and politician who served as Ghana’s long-serving Minister of Finance and Economic Planning, particularly noted for overseeing major economic reforms in the 1980s and 1990s.
  • B. Kwame Yeboah
    Kwame Yeboah is a Ghanaian multi-instrumentalist, producer, and songwriter known for his work with artists such as Craig David and his contributions to contemporary Afro-fusion music.
  • C. Victor Mensah
    Victor Mensah is a writer known for his work associated with the Wolverhampton Wanderers football club (Wolves).
  • D. Kwame Baah
    Kwame Baah is a personal name that may refer to multiple individuals, commonly of Ghanaian origin.
  • E. Kofi Ansah
    Kofi Ansah was a renowned Ghanaian fashion designer celebrated for blending traditional African textiles with contemporary haute couture.
  • 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_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d8057dec8190b9f1e0b54084ecec completed April 20, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd8762408190ab17203ce546b601 completed May 14, 2026, 2:34 p.m.
NEDg Description generation batch_6a05dfcd85b08190b0ec431590396dbb completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e09c58308190975c69c86482292a completed May 14, 2026, 2:47 p.m.
Created at: April 10, 2026, 12:03 p.m.