Triple

T2648933
Position Surface form Disambiguated ID Type / Status
Subject Thabo Mbeki E53850 entity
Predicate placeOfBirth P1 FINISHED
Object Mbewuleni, Cape Province, Union of South Africa
Mbewuleni, in the former Cape Province of the Union of South Africa, is a rural village best known as the birthplace of future South African president Thabo Mbeki.
E286324 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: Mbewuleni, Cape Province, Union of South Africa | Statement: [Thabo Mbeki, placeOfBirth, Mbewuleni, Cape Province, Union of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mbewuleni, Cape Province, Union of South Africa
Context triple: [Thabo Mbeki, placeOfBirth, Mbewuleni, Cape Province, Union of South Africa]
  • A. Bellville, Western Cape, South Africa
    Bellville is a major suburb of Cape Town in South Africa’s Western Cape, known as a commercial and transport hub that hosts the head offices of several large companies.
  • B. Lichtenburg, Transvaal
    Lichtenburg, Transvaal was a town in the former Transvaal province of South Africa, historically notable as a rural Boer settlement and later for its role in regional agriculture and diamond discoveries.
  • C. Natal, South Africa
    Natal, South Africa was a former British colony and later a province on the country’s eastern coast, centered around the port city of Durban and known for its diverse population and sugarcane agriculture.
  • D. Klerksdorp, Transvaal, South Africa
    Klerksdorp, Transvaal, South Africa is a historic mining city in the North West Province known as one of the country’s oldest European settlements and the birthplace of Archbishop Desmond Tutu.
  • E. Benoni, Transvaal, South Africa
    Benoni, Transvaal, South Africa is a town in the Gauteng province known historically as a gold-mining and industrial center and recognized internationally as the birthplace of actress Charlize Theron.
  • 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: Mbewuleni, Cape Province, Union of South Africa
Triple: [Thabo Mbeki, placeOfBirth, Mbewuleni, Cape Province, Union of South Africa]
Generated description
Mbewuleni, in the former Cape Province of the Union of South Africa, is a rural village best known as the birthplace of future South African president Thabo Mbeki.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mbewuleni, Cape Province, Union of South Africa
Target entity description: Mbewuleni, in the former Cape Province of the Union of South Africa, is a rural village best known as the birthplace of future South African president Thabo Mbeki.
  • A. Bellville, Western Cape, South Africa
    Bellville is a major suburb of Cape Town in South Africa’s Western Cape, known as a commercial and transport hub that hosts the head offices of several large companies.
  • B. Lichtenburg, Transvaal
    Lichtenburg, Transvaal was a town in the former Transvaal province of South Africa, historically notable as a rural Boer settlement and later for its role in regional agriculture and diamond discoveries.
  • C. Natal, South Africa
    Natal, South Africa was a former British colony and later a province on the country’s eastern coast, centered around the port city of Durban and known for its diverse population and sugarcane agriculture.
  • D. Klerksdorp, Transvaal, South Africa
    Klerksdorp, Transvaal, South Africa is a historic mining city in the North West Province known as one of the country’s oldest European settlements and the birthplace of Archbishop Desmond Tutu.
  • E. Benoni, Transvaal, South Africa
    Benoni, Transvaal, South Africa is a town in the Gauteng province known historically as a gold-mining and industrial center and recognized internationally as the birthplace of actress Charlize Theron.
  • F. None of above. chosen

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_69ab495e192081909c77b622e8e7e15a completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd91b4b3c81908571e85a1621dfc5 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98c944548190a8dbe9b81045e97b completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99fcd7348190b7e99d58ce9c363a completed March 10, 2026, 4:11 a.m.
NED2 Entity disambiguation (via description) batch_69af9a5938b48190820f37f2e2280438 completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:53 p.m.