Triple

T8013588
Position Surface form Disambiguated ID Type / Status
Subject Paul Boateng E186554 entity
Predicate diplomaticPostIn P1316 FINISHED
Object South Africa E3669 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: South Africa | Statement: [Paul Boateng, diplomaticPostIn, South Africa]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Africa
Context triple: [Paul Boateng, diplomaticPostIn, South Africa]
  • A. South Africa chosen
    South Africa is a country at the southern tip of the African continent, known for its cultural and linguistic diversity, complex history of apartheid and democratic transition, and significant economic and political influence in the region.
  • B. Kwaluseni
    Kwaluseni is a town in Eswatini known primarily as the main campus site of the University of Eswatini.
  • C. Vereeniging, South Africa
    Vereeniging is an industrial city in South Africa’s Gauteng province, historically known for its steel and coal industries and its role in the country’s mining and manufacturing economy.
  • D. South African Republic
    The South African Republic, also known as the Transvaal Republic, was an independent Boer-ruled state in southern Africa during the 19th century that later became part of modern South Africa.
  • E. Agang South Africa
    Agang South Africa is a South African political party founded in 2013 that advocates for clean governance, constitutionalism, and social justice.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: diplomaticPostIn
Context triple: [Paul Boateng, diplomaticPostIn, South Africa]
  • A. diplomaticPost chosen
    Indicates that an entity holds or is assigned to an official diplomatic position or mission representing one state or organization to another.
  • B. postDiplomaticPosition
    Indicates that an entity holds or has held a diplomatic role or office following a specified prior position or period.
  • C. diplomaticActivity
    Indicates engagement in formal or informal diplomatic actions or interactions between parties, such as negotiations, consultations, or representation.
  • D. diplomaticPolicy
    Indicates the stance, strategy, or set of guiding principles an entity adopts in managing its diplomatic relations and interactions with others.
  • E. involvesDiplomat
    Indicates that a situation, event, or interaction includes the participation or presence of a diplomat as a relevant party.
  • F. None of above.

Provenance (4 batches)

Stage Batch ID Job type Status
creating batch_69ca82abaffc8190ab8af79cdbc31ab3 elicitation completed
NER batch_69cb3df0f4bc8190ae87586972018085 ner completed
NED1 batch_69cc55fe5b4c8190b35ddbef8c372269 ned_source_triple completed
PD batch_69cb048c9f488190b4fb8917a9c21bc5 pd completed
Created at: March 30, 2026, 5:19 p.m.