Triple

T18656278
Position Surface form Disambiguated ID Type / Status
Subject Vice President of Zambia E456072 entity
Predicate officeHoldersInclude P537 FINISHED
Object Mutale Nalumango — 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: Mutale Nalumango | Statement: [Vice President of Zambia, officeHoldersInclude, Mutale Nalumango]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mutale Nalumango
Context triple: [Vice President of Zambia, officeHoldersInclude, Mutale Nalumango]
  • A. Rufaro Rwizi
    Rufaro Rwizi is a music producer known for working on projects with the artist Last Last.
  • B. Ignace Murwanashyaka
    Ignace Murwanashyaka was a Rwandan rebel leader and politician best known for heading the Democratic Forces for the Liberation of Rwanda (FDLR), a Hutu militia active in the Democratic Republic of the Congo.
  • C. Évariste Ndayishimiye
    Évariste Ndayishimiye is a Burundian politician and military officer who has served as the President of Burundi since 2020.
  • D. Dominique Mbonyumutwa
    Dominique Mbonyumutwa was a Rwandan political figure who briefly served as the country’s first head of state following the 1959 revolution that ended the monarchy.
  • E. Paulo Muwanga
    Paulo Muwanga was a prominent Ugandan politician and military figure who played a key role in the country’s turbulent transitions of power around the 1970s and 1980s.
  • 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: Mutale Nalumango
Target entity description: Mutale Nalumango is a Zambian politician and former teacher who serves as the country’s vice president and is a prominent member of the United Party for National Development (UPND).
  • A. Rufaro Rwizi
    Rufaro Rwizi is a music producer known for working on projects with the artist Last Last.
  • B. Ignace Murwanashyaka
    Ignace Murwanashyaka was a Rwandan rebel leader and politician best known for heading the Democratic Forces for the Liberation of Rwanda (FDLR), a Hutu militia active in the Democratic Republic of the Congo.
  • C. Évariste Ndayishimiye
    Évariste Ndayishimiye is a Burundian politician and military officer who has served as the President of Burundi since 2020.
  • D. Dominique Mbonyumutwa
    Dominique Mbonyumutwa was a Rwandan political figure who briefly served as the country’s first head of state following the 1959 revolution that ended the monarchy.
  • E. Paulo Muwanga
    Paulo Muwanga was a prominent Ugandan politician and military figure who played a key role in the country’s turbulent transitions of power around the 1970s and 1980s.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55084ca3481909ff3fd9045f25dcd completed April 19, 2026, 10 p.m.
Created at: April 10, 2026, 11:47 a.m.