Triple

T14070518
Position Surface form Disambiguated ID Type / Status
Subject Up (song) E338593 entity
Predicate writer P1360 FINISHED
Object Kwaku Aming
Kwaku Aming is a songwriter credited for co-writing the track "Up."
 E1078089 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: Kwaku Aming | Statement: [Up (song), writer, Kwaku Aming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kwaku Aming
Context triple: [Up (song), writer, Kwaku Aming]
  • A. Kojo Antwi
    Kojo Antwi is a renowned Ghanaian Afro-pop, highlife, and reggae musician celebrated for his romantic ballads and influential contributions to contemporary West African music.
  • B. Michael Olatunji
    Michael Olatunji, better known as Babatunde Olatunji, was a pioneering Nigerian drummer and bandleader who popularized African percussion and rhythms in American jazz and world music.
  • C. Beko Ransome-Kuti
    Beko Ransome-Kuti was a prominent Nigerian medical doctor and human rights activist who became a leading voice against military dictatorship and a frequent target of political repression.
  • D. Charles Nii Armah Mensah Jr.
    Charles Nii Armah Mensah Jr., better known by his stage name Shatta Wale, is a prominent Ghanaian dancehall artist, singer, and songwriter recognized for his influential role in the African music scene.
  • E. Kwame Yamgnane
    Kwame Yamgnane is a French entrepreneur and educator best known as the co-founder of the coding school 42.
  • 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: Kwaku Aming
Triple: [Up (song), writer, Kwaku Aming]
Generated description
Kwaku Aming is a songwriter credited for co-writing the track "Up."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kwaku Aming
Target entity description: Kwaku Aming is a songwriter credited for co-writing the track "Up."
  • A. Kojo Antwi
    Kojo Antwi is a renowned Ghanaian Afro-pop, highlife, and reggae musician celebrated for his romantic ballads and influential contributions to contemporary West African music.
  • B. Michael Olatunji
    Michael Olatunji, better known as Babatunde Olatunji, was a pioneering Nigerian drummer and bandleader who popularized African percussion and rhythms in American jazz and world music.
  • C. Beko Ransome-Kuti
    Beko Ransome-Kuti was a prominent Nigerian medical doctor and human rights activist who became a leading voice against military dictatorship and a frequent target of political repression.
  • D. Charles Nii Armah Mensah Jr.
    Charles Nii Armah Mensah Jr., better known by his stage name Shatta Wale, is a prominent Ghanaian dancehall artist, singer, and songwriter recognized for his influential role in the African music scene.
  • E. Kwame Yamgnane
    Kwame Yamgnane is a French entrepreneur and educator best known as the co-founder of the coding school 42.
  • 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5aa828819098ef55a70a0decbc completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb66cfe2c8190af8354316d4f4df9 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc5c893dc81908538136e0f9170ca completed May 7, 2026, 5:03 p.m.
NED2 Entity disambiguation (via description) batch_69fcc64ac93c8190ad40a04c74f70e18 completed May 7, 2026, 5:05 p.m.
Created at: April 9, 2026, 10:21 p.m.