Triple

T22893042
Position Surface form Disambiguated ID Type / Status
Subject University of South Africa E568091 entity
Predicate governedBy P46 FINISHED
Object Higher Education Act of South Africa
The Higher Education Act of South Africa is a key piece of legislation that regulates and structures the country’s higher education system, defining the governance, funding, and quality assurance of universities and other tertiary institutions.
E1560141 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: Higher Education Act of South Africa | Statement: [University of South Africa, governedBy, Higher Education Act of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Higher Education Act of South Africa
Context triple: [University of South Africa, governedBy, Higher Education Act of South Africa]
  • A. Council on Higher Education (South Africa)
    The Council on Higher Education (South Africa) is an independent statutory body responsible for advising the government on higher education policy and for quality assurance and accreditation of higher education institutions and programs in South Africa.
  • B. South African Schools Act
    The South African Schools Act is a key piece of legislation that governs the organization, funding, and democratic management of schools in South Africa to ensure equitable access to quality education.
  • C. South African education authorities
    South African education authorities are the national and provincial government bodies responsible for setting policy, standards, and oversight for the country’s schooling system.
  • D. Universities South Africa
    Universities South Africa is a representative body that advocates for and coordinates the interests, policies, and development of public universities across South Africa.
  • E. University of South Africa
    The University of South Africa is a major South African distance-learning institution and one of the largest universities on the African continent.
  • 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: Higher Education Act of South Africa
Triple: [University of South Africa, governedBy, Higher Education Act of South Africa]
Generated description
The Higher Education Act of South Africa is a key piece of legislation that regulates and structures the country’s higher education system, defining the governance, funding, and quality assurance of universities and other tertiary institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Higher Education Act of South Africa
Target entity description: The Higher Education Act of South Africa is a key piece of legislation that regulates and structures the country’s higher education system, defining the governance, funding, and quality assurance of universities and other tertiary institutions.
  • A. Council on Higher Education (South Africa)
    The Council on Higher Education (South Africa) is an independent statutory body responsible for advising the government on higher education policy and for quality assurance and accreditation of higher education institutions and programs in South Africa.
  • B. South African Schools Act
    The South African Schools Act is a key piece of legislation that governs the organization, funding, and democratic management of schools in South Africa to ensure equitable access to quality education.
  • C. South African education authorities
    South African education authorities are the national and provincial government bodies responsible for setting policy, standards, and oversight for the country’s schooling system.
  • D. Universities South Africa
    Universities South Africa is a representative body that advocates for and coordinates the interests, policies, and development of public universities across South Africa.
  • E. University of South Africa
    The University of South Africa is a major South African distance-learning institution and one of the largest universities on the African continent.
  • 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_69e2458c23ec81908fa2570692c6614f completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f17fc66dbc81909b31c068d7f2c531 completed April 29, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9c3ae48819099669e5329b63516 completed May 19, 2026, 1:15 a.m.
NEDg Description generation batch_6a0bbb39844c81908be12ebc54bba240 completed May 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbbb1fc288190a4c8524ca083f284 completed May 19, 2026, 1:24 a.m.
Created at: April 17, 2026, 3:40 p.m.