Triple

T22193133
Position Surface form Disambiguated ID Type / Status
Subject Polokwane Local Municipality E548480 entity
Predicate hasMayor P185 FINISHED
Object John Mpe — 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: John Mpe | Statement: [Polokwane Local Municipality, hasMayor, John Mpe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Mpe
Context triple: [Polokwane Local Municipality, hasMayor, John Mpe]
  • A. Zakes Mda
    Zakes Mda is a prominent South African novelist, playwright, and academic known for his influential works exploring post-apartheid society and Xhosa cultural identity.
  • B. Helon Habila
    Helon Habila is a Nigerian novelist, poet, and academic known for his politically engaged fiction exploring themes of conflict, memory, and postcolonial identity.
  • C. Tsitsi Dangarembga
    Tsitsi Dangarembga is a Zimbabwean novelist, playwright, and filmmaker best known for her critically acclaimed novel "Nervous Conditions," a landmark work in African literature.
  • D. Elsa Joubert
    Elsa Joubert was a prominent South African author best known for her Afrikaans novels and travel writing that explored themes of identity, politics, and life under apartheid.
  • E. Breyten Breytenbach
    Breyten Breytenbach is a renowned South African Afrikaans poet, writer, and painter known for his anti-apartheid activism and influential literary work.
  • 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: John Mpe
Target entity description: John Mpe is a South African politician who serves as the mayor of the Polokwane Local Municipality in Limpopo Province.
  • A. Zakes Mda
    Zakes Mda is a prominent South African novelist, playwright, and academic known for his influential works exploring post-apartheid society and Xhosa cultural identity.
  • B. Helon Habila
    Helon Habila is a Nigerian novelist, poet, and academic known for his politically engaged fiction exploring themes of conflict, memory, and postcolonial identity.
  • C. Tsitsi Dangarembga
    Tsitsi Dangarembga is a Zimbabwean novelist, playwright, and filmmaker best known for her critically acclaimed novel "Nervous Conditions," a landmark work in African literature.
  • D. Elsa Joubert
    Elsa Joubert was a prominent South African author best known for her Afrikaans novels and travel writing that explored themes of identity, politics, and life under apartheid.
  • E. Breyten Breytenbach
    Breyten Breytenbach is a renowned South African Afrikaans poet, writer, and painter known for his anti-apartheid activism and influential literary work.
  • 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae552908190b38c3d765bcfb68a completed April 28, 2026, 9:47 p.m.
Created at: April 16, 2026, 8:35 p.m.