Triple

T13480494
Position Surface form Disambiguated ID Type / Status
Subject Eastern Cape provincial government departments E318358 entity
Predicate hasDepartment P35 FINISHED
Object Eastern Cape Department of Social Development E318358 NE FINISHED

How this triple was built (2 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: Eastern Cape Department of Social Development | Statement: [Eastern Cape provincial government departments, hasDepartment, Eastern Cape Department of Social Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eastern Cape Department of Social Development
Context triple: [Eastern Cape provincial government departments, hasDepartment, Eastern Cape Department of Social Development]
  • A. Gauteng Department of Social Development
    The Gauteng Department of Social Development is a provincial government department in South Africa responsible for social welfare services, community development, and support for vulnerable groups within the 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. Gauteng Department of Human Settlements
    The Gauteng Department of Human Settlements is a provincial government body responsible for planning, developing, and managing housing and sustainable human settlements within South Africa’s Gauteng province.
  • D. 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.
  • E. Eastern Cape provincial government departments chosen
    The Eastern Cape provincial government departments are the administrative bodies responsible for implementing provincial policies, delivering public services, and managing governance in South Africa’s Eastern Cape province.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf36c6b08190ba99400600e0b662 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7463340fc8190b1128bd1d26f91ab completed May 3, 2026, 12:57 p.m.
Created at: April 9, 2026, 9:42 p.m.