Triple

T11747507
Position Surface form Disambiguated ID Type / Status
Subject Tsotsi E279321 entity
Predicate productionCompany P490 FINISHED
Object Industrial Development Corporation of South Africa
The Industrial Development Corporation of South Africa is a state-owned development finance institution that funds and promotes industrial and economic growth projects within South Africa and the broader African region.
 E944736 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: Industrial Development Corporation of South Africa | Statement: [Tsotsi, productionCompany, Industrial Development Corporation of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Industrial Development Corporation of South Africa
Context triple: [Tsotsi, productionCompany, Industrial Development Corporation of South Africa]
  • A. Armaments Corporation of South Africa
    Armaments Corporation of South Africa is a South African state-owned arms procurement and defence technology company that manages the acquisition and support of military equipment for the country’s armed forces.
  • B. Mvelaphanda Group
    Mvelaphanda Group is a South African investment and holding company founded by businessman and former anti-apartheid activist Tokyo Sexwale, with interests spanning mining, energy, and other sectors.
  • C. Sasol
    Sasol is a South African integrated energy and chemical company known for its large-scale coal-to-liquids and gas-to-liquids fuel production.
  • D. Voortrekker Monument Company
    Voortrekker Monument Company is the organization responsible for managing and preserving the historic Voortrekker Monument and its associated heritage site in Pretoria, South Africa.
  • E. Maputo Port Development Company
    Maputo Port Development Company is a public-private joint venture responsible for managing, developing, and modernizing Mozambique’s Port of Maputo as a key regional logistics hub.
  • 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: Industrial Development Corporation of South Africa
Triple: [Tsotsi, productionCompany, Industrial Development Corporation of South Africa]
Generated description
The Industrial Development Corporation of South Africa is a state-owned development finance institution that funds and promotes industrial and economic growth projects within South Africa and the broader African region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Industrial Development Corporation of South Africa
Target entity description: The Industrial Development Corporation of South Africa is a state-owned development finance institution that funds and promotes industrial and economic growth projects within South Africa and the broader African region.
  • A. Armaments Corporation of South Africa
    Armaments Corporation of South Africa is a South African state-owned arms procurement and defence technology company that manages the acquisition and support of military equipment for the country’s armed forces.
  • B. Mvelaphanda Group
    Mvelaphanda Group is a South African investment and holding company founded by businessman and former anti-apartheid activist Tokyo Sexwale, with interests spanning mining, energy, and other sectors.
  • C. Sasol
    Sasol is a South African integrated energy and chemical company known for its large-scale coal-to-liquids and gas-to-liquids fuel production.
  • D. Voortrekker Monument Company
    Voortrekker Monument Company is the organization responsible for managing and preserving the historic Voortrekker Monument and its associated heritage site in Pretoria, South Africa.
  • E. Maputo Port Development Company
    Maputo Port Development Company is a public-private joint venture responsible for managing, developing, and modernizing Mozambique’s Port of Maputo as a key regional logistics hub.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a50763a081908597da118bd0a64e completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f019f5f29c81909d80a9e6127ec6ef completed April 28, 2026, 2:22 a.m.
NEDg Description generation batch_69f0319520dc8190817c5e75ddb7d40b completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05ad36e4c8190b7239e5b33713369 completed April 28, 2026, 6:59 a.m.
Created at: April 8, 2026, 9:41 p.m.