Triple

T22116149
Position Surface form Disambiguated ID Type / Status
Subject Welkom Campus E546547 entity
Predicate locatedIn P40 FINISHED
Object Welkom, South Africa 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: Welkom, South Africa | Statement: [Welkom Campus, locatedIn, Welkom, South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Welkom, South Africa
Context triple: [Welkom Campus, locatedIn, Welkom, South Africa]
  • A. Transkei, South Africa
    Transkei, South Africa was a former bantustan in the southeastern part of the country, historically designated for Xhosa-speaking people during the apartheid era.
  • B. Mbuzini, South Africa
    Mbuzini, South Africa is a rural village near the border with Mozambique best known as the site of the 1986 plane crash that killed Mozambican president Samora Machel.
  • 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. The Call of South Africa
    The Call of South Africa is the English version of "Die Stem van Suid-Afrika," the former national anthem of South Africa that celebrated the country’s landscape, heritage, and Afrikaner nationalism.
  • E. Jong Suid-Afrika
    Jong Suid-Afrika was the original name of the Afrikaner Broederbond, a secretive and influential Afrikaner nationalist organization in South Africa.
  • 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: Welkom, South Africa
Target entity description: Welkom, South Africa is a mining city in the Free State province known for its goldfields, planned layout, and role as a regional commercial and educational hub.
  • A. Transkei, South Africa
    Transkei, South Africa was a former bantustan in the southeastern part of the country, historically designated for Xhosa-speaking people during the apartheid era.
  • B. Mbuzini, South Africa
    Mbuzini, South Africa is a rural village near the border with Mozambique best known as the site of the 1986 plane crash that killed Mozambican president Samora Machel.
  • 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. The Call of South Africa
    The Call of South Africa is the English version of "Die Stem van Suid-Afrika," the former national anthem of South Africa that celebrated the country’s landscape, heritage, and Afrikaner nationalism.
  • E. Jong Suid-Afrika
    Jong Suid-Afrika was the original name of the Afrikaner Broederbond, a secretive and influential Afrikaner nationalist organization in South Africa.
  • 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_69e11e38b3848190ac3a4fa97d56e65a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1294dc1148190b95ff00f475a6713 completed April 28, 2026, 9:40 p.m.
Created at: April 16, 2026, 8:31 p.m.