Triple

T20171880
Position Surface form Disambiguated ID Type / Status
Subject Chokwe Lumumba E491979 entity
Predicate spouse P13 FINISHED
Object Nubia Lumumba — 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: Nubia Lumumba | Statement: [Chokwe Lumumba, spouse, Nubia Lumumba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nubia Lumumba
Context triple: [Chokwe Lumumba, spouse, Nubia Lumumba]
  • A. Pauline Opango Lumumba
    Pauline Opango Lumumba was the widow of Congolese independence leader and first prime minister Patrice Lumumba, known for her role in preserving his legacy and advocating for justice after his assassination.
  • B. Mai-Mai Kata Katanga
    Mai-Mai Kata Katanga is an armed separatist militia group in the Democratic Republic of the Congo that advocates for the independence of the mineral-rich Katanga region.
  • C. Johanna MaFuyana Nkomo
    Johanna MaFuyana Nkomo was a Zimbabwean political figure and activist best known as the wife and close partner of nationalist leader Joshua Nkomo in the country’s liberation struggle.
  • D. Edelgard Nkobi
    Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • E. Ngola Kabangu
    Ngola Kabangu is an Angolan politician who served as a prominent leader of the National Liberation Front of Angola (FNLA), one of the country’s historic liberation movements.
  • 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: Nubia Lumumba
Target entity description: Nubia Lumumba is the widow of the late Jackson, Mississippi mayor and civil rights attorney Chokwe Lumumba and a member of the prominent Lumumba political and activist family.
  • A. Pauline Opango Lumumba
    Pauline Opango Lumumba was the widow of Congolese independence leader and first prime minister Patrice Lumumba, known for her role in preserving his legacy and advocating for justice after his assassination.
  • B. Mai-Mai Kata Katanga
    Mai-Mai Kata Katanga is an armed separatist militia group in the Democratic Republic of the Congo that advocates for the independence of the mineral-rich Katanga region.
  • C. Johanna MaFuyana Nkomo
    Johanna MaFuyana Nkomo was a Zimbabwean political figure and activist best known as the wife and close partner of nationalist leader Joshua Nkomo in the country’s liberation struggle.
  • D. Edelgard Nkobi
    Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • E. Ngola Kabangu
    Ngola Kabangu is an Angolan politician who served as a prominent leader of the National Liberation Front of Angola (FNLA), one of the country’s historic liberation movements.
  • 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_69da6266c6888190bc1a3ecf24814d34 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66848ae3c8190aa5fde66da35a89a completed April 20, 2026, 5:54 p.m.
Created at: April 11, 2026, 11:35 p.m.