Triple

T13658138
Position Surface form Disambiguated ID Type / Status
Subject George, Western Cape E326913 entity
Predicate hasEducationalInstitution P113 FINISHED
Object South Cape TVET College (campus)
South Cape TVET College (campus) is a public technical and vocational education and training institution located in George in South Africa’s Western Cape province.
 E1052287 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: South Cape TVET College (campus) | Statement: [George, Western Cape, hasEducationalInstitution, South Cape TVET College (campus)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Cape TVET College (campus)
Context triple: [George, Western Cape, hasEducationalInstitution, South Cape TVET College (campus)]
  • A. Northern Cape Department of Education
    The Northern Cape Department of Education is the provincial government body responsible for overseeing public schooling and education policy in South Africa’s Northern Cape province.
  • B. Eastern Cape Department of Education
    The Eastern Cape Department of Education is the provincial government body responsible for overseeing and managing public education and schooling in South Africa’s Eastern Cape province.
  • C. Kapiti College
    Kapiti College is a co-educational secondary school located in Paraparaumu on New Zealand’s Kāpiti Coast.
  • D. Northlink College (Bellville campus)
    Northlink College (Bellville campus) is a public further education and training institution in Bellville that offers vocational and technical programs serving students in the greater Cape Town area.
  • E. Polokwane Campus
    Polokwane Campus is a regional branch of the Tshwane University of Technology located in Polokwane, South Africa, offering a range of academic programs and services to students in the Limpopo province.
  • 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: South Cape TVET College (campus)
Triple: [George, Western Cape, hasEducationalInstitution, South Cape TVET College (campus)]
Generated description
South Cape TVET College (campus) is a public technical and vocational education and training institution located in George in South Africa’s Western Cape province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Cape TVET College (campus)
Target entity description: South Cape TVET College (campus) is a public technical and vocational education and training institution located in George in South Africa’s Western Cape province.
  • A. Northern Cape Department of Education
    The Northern Cape Department of Education is the provincial government body responsible for overseeing public schooling and education policy in South Africa’s Northern Cape province.
  • B. Eastern Cape Department of Education
    The Eastern Cape Department of Education is the provincial government body responsible for overseeing and managing public education and schooling in South Africa’s Eastern Cape province.
  • C. Kapiti College
    Kapiti College is a co-educational secondary school located in Paraparaumu on New Zealand’s Kāpiti Coast.
  • D. Northlink College (Bellville campus)
    Northlink College (Bellville campus) is a public further education and training institution in Bellville that offers vocational and technical programs serving students in the greater Cape Town area.
  • E. Polokwane Campus
    Polokwane Campus is a regional branch of the Tshwane University of Technology located in Polokwane, South Africa, offering a range of academic programs and services to students in the Limpopo province.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc61f0d808190b1cd2a6ba0d930eb completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b06c5d081909d31b8a537c94edb completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c9f543481909a0de6a0c3bb041f completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:52 p.m.