Triple

T23460758
Position Surface form Disambiguated ID Type / Status
Subject Patriotic Front E568966 entity
Predicate keyLeader P1520 FINISHED
Object Dumiso Dabengwa
Dumiso Dabengwa was a prominent Zimbabwean liberation war commander and politician, often referred to as the “Black Russian” for his Soviet military training and leadership in the struggle against white minority rule.
 E1589379 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: Dumiso Dabengwa | Statement: [Patriotic Front, keyLeader, Dumiso Dabengwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dumiso Dabengwa
Context triple: [Patriotic Front, keyLeader, Dumiso Dabengwa]
  • A. Amos Masondo
    Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
  • B. Dumisa Ntsebeza
    Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
  • C. Mzilikazi Khumalo
    Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
  • D. Walter Mzembi
    Walter Mzembi is a Zimbabwean politician and former government minister who has held prominent roles in the country’s tourism and foreign affairs sectors.
  • E. Siphosethu Ngcobo
    Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
  • 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: Dumiso Dabengwa
Triple: [Patriotic Front, keyLeader, Dumiso Dabengwa]
Generated description
Dumiso Dabengwa was a prominent Zimbabwean liberation war commander and politician, often referred to as the “Black Russian” for his Soviet military training and leadership in the struggle against white minority rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dumiso Dabengwa
Target entity description: Dumiso Dabengwa was a prominent Zimbabwean liberation war commander and politician, often referred to as the “Black Russian” for his Soviet military training and leadership in the struggle against white minority rule.
  • A. Amos Masondo
    Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
  • B. Dumisa Ntsebeza
    Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
  • C. Mzilikazi Khumalo
    Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
  • D. Walter Mzembi
    Walter Mzembi is a Zimbabwean politician and former government minister who has held prominent roles in the country’s tourism and foreign affairs sectors.
  • E. Siphosethu Ngcobo
    Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
  • 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_69e2458ebd808190b3298163132cfb0b completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a69afba88190b1b1dd27d331309f completed April 29, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c825113588190a251450dc28f737b completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6eee2f48190b4e03039c4c96abe completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca80db6288190ae99313c1f2485db completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 5:53 p.m.