Triple

T20995568
Position Surface form Disambiguated ID Type / Status
Subject Jonas Gwangwa E517138 entity
Predicate collaboratedWith P435 FINISHED
Object Letta Mbulu NE NERFINISHED

How this triple was built (3 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: Letta Mbulu | Statement: [Jonas Gwangwa, collaboratedWith, Letta Mbulu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Letta Mbulu
Context triple: [Jonas Gwangwa, collaboratedWith, Letta Mbulu]
  • A. Edna Madzongwe
    Edna Madzongwe is a Zimbabwean politician who became the first female President of the Senate, playing a prominent role in the country’s legislative leadership.
  • B. Mangela Koli
    Mangela Koli is a sub-community of the Koli people of western India, traditionally associated with fishing and coastal livelihoods.
  • C. Mary Masombuka
    Mary Masombuka is a central student activist character in the South African musical film and stage play "Sarafina!", symbolizing youth resistance against apartheid.
  • D. Grace Makutsi
    Grace Makutsi is a highly intelligent, principled, and often comically earnest assistant detective in Alexander McCall Smith’s "The No. 1 Ladies’ Detective Agency" series, known for her exceptional secretarial exam score and distinctive personality.
  • E. Esther Lungu
    Esther Lungu is a Zambian public figure and former First Lady known for her charitable and social advocacy work during her husband Edgar Lungu’s presidency.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Letta Mbulu
Target entity description: Letta Mbulu is a South African jazz and pop singer renowned for her powerful voice, anti-apartheid exile work, and collaborations with prominent musicians and film composers.
  • A. Edna Madzongwe
    Edna Madzongwe is a Zimbabwean politician who became the first female President of the Senate, playing a prominent role in the country’s legislative leadership.
  • B. Mangela Koli
    Mangela Koli is a sub-community of the Koli people of western India, traditionally associated with fishing and coastal livelihoods.
  • C. Mary Masombuka
    Mary Masombuka is a central student activist character in the South African musical film and stage play "Sarafina!", symbolizing youth resistance against apartheid.
  • D. Grace Makutsi
    Grace Makutsi is a highly intelligent, principled, and often comically earnest assistant detective in Alexander McCall Smith’s "The No. 1 Ladies’ Detective Agency" series, known for her exceptional secretarial exam score and distinctive personality.
  • E. Esther Lungu
    Esther Lungu is a Zambian public figure and former First Lady known for her charitable and social advocacy work during her husband Edgar Lungu’s presidency.
  • F. None of above. chosen

Provenance (2 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_69e0b5006e2881909fc2383f841740cc completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc1fd5d48190a56981cee95ebd69 completed April 21, 2026, 4:25 a.m.
Created at: April 16, 2026, 1:50 p.m.