Triple

T22116163
Position Surface form Disambiguated ID Type / Status
Subject Welkom Campus E546547 entity
Predicate countrySubdivision P766 FINISHED
Object Free State, South Africa
Free State, South Africa is a central South African province known for its vast farmlands, goldfields, and the capital city Bloemfontein.
E30172 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: Free State, South Africa | Statement: [Welkom Campus, countrySubdivision, Free State, South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Free State, South Africa
Context triple: [Welkom Campus, countrySubdivision, Free State, South Africa]
  • A. Orange Free State
    The Orange Free State was a 19th-century independent Boer republic in southern Africa that later became a British colony following the Second Boer War.
  • B. 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.
  • 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. Ciskei
    Ciskei was a nominally independent Bantustan in southeastern South Africa established under apartheid as a homeland for Xhosa-speaking people.
  • 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: Free State, South Africa
Triple: [Welkom Campus, countrySubdivision, Free State, South Africa]
Generated description
Free State, South Africa is a central South African province known for its vast farmlands, goldfields, and the capital city Bloemfontein.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Free State, South Africa
Target entity description: Free State, South Africa is a central South African province known for its vast farmlands, goldfields, and the capital city Bloemfontein.
  • A. Orange Free State chosen
    The Orange Free State was a 19th-century independent Boer republic in southern Africa that later became a British colony following the Second Boer War.
  • B. 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.
  • 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. Ciskei
    Ciskei was a nominally independent Bantustan in southeastern South Africa established under apartheid as a homeland for Xhosa-speaking people.
  • F. None of above.

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_69e11e38b3848190ac3a4fa97d56e65a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1294dc1148190b95ff00f475a6713 completed April 28, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f1b4a5c8190bce19db01cd4a02f completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a913f7b3c819086c0f12562685eea completed May 18, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0a91d837bc8190b47ca7924f543f67 completed May 18, 2026, 4:13 a.m.
Created at: April 16, 2026, 8:31 p.m.