Triple

T2897875
Position Surface form Disambiguated ID Type / Status
Subject Northern Cape Provincial Government E63984 entity
Predicate hasSubdivision P747 FINISHED
Object 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.
 E307727 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: Northern Cape Department of Education | Statement: [Northern Cape Provincial Government, hasSubdivision, Northern Cape Department of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Cape Department of Education
Context triple: [Northern Cape Provincial Government, hasSubdivision, Northern Cape Department of Education]
  • A. Northern Cape Provincial Government
    The Northern Cape Provincial Government is the executive authority responsible for administering and implementing laws, policies, and public services in South Africa’s Northern Cape province.
  • B. Western Cape Provincial Government
    The Western Cape Provincial Government is the executive authority responsible for governing and administering the South African province of the Western Cape.
  • C. Department of Basic Education
    The Department of Basic Education is the South African government ministry responsible for overseeing primary and secondary schooling, curriculum development, and education policy implementation nationwide.
  • D. Northern Cape Provincial Legislature
    The Northern Cape Provincial Legislature is the unicameral legislative body responsible for making provincial laws and overseeing the executive in South Africa’s Northern Cape province.
  • E. Bloemfontein campus
    Bloemfontein campus is the primary campus of the University of the Orange Free State, located in the city of Bloemfontein, South Africa.
  • 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: Northern Cape Department of Education
Triple: [Northern Cape Provincial Government, hasSubdivision, Northern Cape Department of Education]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northern Cape Department of Education
Target entity description: 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.
  • A. Northern Cape Provincial Government
    The Northern Cape Provincial Government is the executive authority responsible for administering and implementing laws, policies, and public services in South Africa’s Northern Cape province.
  • B. Western Cape Provincial Government
    The Western Cape Provincial Government is the executive authority responsible for governing and administering the South African province of the Western Cape.
  • C. Department of Basic Education
    The Department of Basic Education is the South African government ministry responsible for overseeing primary and secondary schooling, curriculum development, and education policy implementation nationwide.
  • D. Northern Cape Provincial Legislature
    The Northern Cape Provincial Legislature is the unicameral legislative body responsible for making provincial laws and overseeing the executive in South Africa’s Northern Cape province.
  • E. Bloemfontein campus
    Bloemfontein campus is the primary campus of the University of the Orange Free State, located in the city of Bloemfontein, South Africa.
  • 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_69ab4c45822c8190830c5f2bb97bcfd0 completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe08fe3248190a6bb7de2a2c317b1 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03188d84081909e23b46c2f75250b completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b036ef40188190880dfe3592107b0e completed March 10, 2026, 3:21 p.m.
NED2 Entity disambiguation (via description) batch_69b03bca591c81908b3734cc8f2e712b completed March 10, 2026, 3:42 p.m.
Created at: March 6, 2026, 10:08 p.m.