Triple

T8460975
Position Surface form Disambiguated ID Type / Status
Subject Grey College, Bloemfontein E200036 entity
Predicate affiliation P10 FINISHED
Object Department of Education of the Free State
The Department of Education of the Free State is the provincial government body responsible for overseeing and administering public schooling and education policy in South Africa’s Free State province.
 E735378 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: Department of Education of the Free State | Statement: [Grey College, Bloemfontein, affiliation, Department of Education of the Free State]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Education of the Free State
Context triple: [Grey College, Bloemfontein, affiliation, Department of Education of the Free State]
  • A. Gauteng Department of Education
    The Gauteng Department of Education is the provincial government body responsible for overseeing and managing public schooling and education services in South Africa’s Gauteng province.
  • B. Department of National Education of South Africa
    The Department of National Education of South Africa was the former national government body responsible for formulating and overseeing education policy and administration across the country.
  • 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. KwaZulu-Natal Department of Education
    The KwaZulu-Natal Department of Education is the provincial government body responsible for overseeing and administering public schooling and education policy in South Africa’s KwaZulu-Natal province.
  • E. 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.
  • 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: Department of Education of the Free State
Triple: [Grey College, Bloemfontein, affiliation, Department of Education of the Free State]
Generated description
The Department of Education of the Free State is the provincial government body responsible for overseeing and administering public schooling and education policy in South Africa’s Free State province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Department of Education of the Free State
Target entity description: The Department of Education of the Free State is the provincial government body responsible for overseeing and administering public schooling and education policy in South Africa’s Free State province.
  • A. Gauteng Department of Education
    The Gauteng Department of Education is the provincial government body responsible for overseeing and managing public schooling and education services in South Africa’s Gauteng province.
  • B. Department of National Education of South Africa
    The Department of National Education of South Africa was the former national government body responsible for formulating and overseeing education policy and administration across the country.
  • 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. KwaZulu-Natal Department of Education
    The KwaZulu-Natal Department of Education is the provincial government body responsible for overseeing and administering public schooling and education policy in South Africa’s KwaZulu-Natal province.
  • E. 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.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4a0ff4c8190b17bbd33db632cea completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1df214ac8190b59daa88e3a930bc completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce21c53298819080137c87ff487b50 completed April 2, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69ce23d6da1c8190a28bc895d737595e completed April 2, 2026, 8:07 a.m.
Created at: March 30, 2026, 6:10 p.m.