Triple

T21969720
Position Surface form Disambiguated ID Type / Status
Subject Limpopo provincial government E542554 entity
Predicate hasDepartment P35 FINISHED
Object Limpopo Department of Health — NE NERFINISHED

How this triple was built (3 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: Limpopo Department of Health | Statement: [Limpopo provincial government, hasDepartment, Limpopo Department of Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Limpopo Department of Health
Context triple: [Limpopo provincial government, hasDepartment, Limpopo Department of Health]
  • A. Gauteng Department of Health
    The Gauteng Department of Health is the provincial government body responsible for overseeing and delivering public healthcare services in South Africa’s Gauteng province.
  • B. Northern Cape Department of Health
    The Northern Cape Department of Health is the provincial government department responsible for public health services and policy implementation in South Africa’s Northern Cape province.
  • C. Limpopo provincial government
    The Limpopo provincial government is the executive authority responsible for governing South Africa’s Limpopo Province, administering provincial laws, services, and development from its seat in Polokwane.
  • D. Eastern Cape Department of Health
    The Eastern Cape Department of Health is the provincial government body responsible for overseeing public healthcare services and health policy implementation in South Africa’s Eastern Cape province.
  • E. National Department of Health (South Africa)
    The National Department of Health (South Africa) is the national government ministry responsible for setting health policy, overseeing public health programs, and managing the country’s healthcare system.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Limpopo Department of Health
Target entity description: The Limpopo Department of Health is the provincial government body responsible for public health services, hospitals, and healthcare policy implementation in South Africa’s Limpopo province.
  • A. Gauteng Department of Health
    The Gauteng Department of Health is the provincial government body responsible for overseeing and delivering public healthcare services in South Africa’s Gauteng province.
  • B. Northern Cape Department of Health
    The Northern Cape Department of Health is the provincial government department responsible for public health services and policy implementation in South Africa’s Northern Cape province.
  • C. Limpopo provincial government
    The Limpopo provincial government is the executive authority responsible for governing South Africa’s Limpopo Province, administering provincial laws, services, and development from its seat in Polokwane.
  • D. Eastern Cape Department of Health
    The Eastern Cape Department of Health is the provincial government body responsible for overseeing public healthcare services and health policy implementation in South Africa’s Eastern Cape province.
  • E. National Department of Health (South Africa)
    The National Department of Health (South Africa) is the national government ministry responsible for setting health policy, overseeing public health programs, and managing the country’s healthcare system.
  • F. None of above. chosen

Provenance (2 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_69e0c48070988190909db97667b9a0ac completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1245e4ebc8190968108cc95a22fe4 completed April 28, 2026, 9:19 p.m.
Created at: April 16, 2026, 8:02 p.m.