Triple

T22657180
Position Surface form Disambiguated ID Type / Status
Subject Mninwa Johannes Mahlangu E559258 entity
Predicate name P16 FINISHED
Object Mninwa Johannes Mahlangu — NE NERFINISHED

How this triple was built (2 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: Mninwa Johannes Mahlangu | Statement: [Mninwa Johannes Mahlangu, name, Mninwa Johannes Mahlangu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mninwa Johannes Mahlangu
Context triple: [Mninwa Johannes Mahlangu, name, Mninwa Johannes Mahlangu]
  • A. Mninwa Johannes Mahlangu chosen
    Mninwa Johannes Mahlangu is a South African politician who has served in senior parliamentary leadership roles, including as Chairperson of the National Council of Provinces.
  • B. Mponeng Mhlauli
    Mponeng Mhlauli is a South African writer whose experiences under apartheid inspired the story that became the basis for the Disney Channel film "The Color of Friendship."
  • C. Ngarri Mudlanha
    Ngarri Mudlanha is the traditional Indigenous name for St Mary Peak, a prominent mountain in the Flinders Ranges of South Australia that holds significant cultural importance to the local Aboriginal people.
  • D. Bantu Holomisa
    Bantu Holomisa is a South African politician and former military leader best known as the co-founder and long-time president of the United Democratic Movement (UDM).
  • E. Mashobane Khumalo
    Mashobane Khumalo was a prominent historical leader of the Khumalo dynasty in southern Africa, known as the father of the Ndebele king Mzilikazi.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e245489dd88190b1f674acf61c8769 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1765c62bc8190b3fcde76d6b6dfb6 completed April 29, 2026, 3:09 a.m.
Created at: April 17, 2026, 3:06 p.m.