Triple

T18656365
Position Surface form Disambiguated ID Type / Status
Subject Cabinet of Zambia E456074 entity
Predicate includesPosition P1393 FINISHED
Object Minister of Mines and Minerals Development of Zambia — 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: Minister of Mines and Minerals Development of Zambia | Statement: [Cabinet of Zambia, includesPosition, Minister of Mines and Minerals Development of Zambia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister of Mines and Minerals Development of Zambia
Context triple: [Cabinet of Zambia, includesPosition, Minister of Mines and Minerals Development of Zambia]
  • A. Vice President of Zambia
    The Vice President of Zambia is the second-highest executive official in the country’s government, serving as the principal assistant and constitutional successor to the President.
  • B. Minister of Industry and Commerce of Zimbabwe
    The Minister of Industry and Commerce of Zimbabwe is a senior government cabinet position responsible for formulating and overseeing national policies on industrial development, trade, and commercial regulation.
  • C. Attorney General of Zambia
    The Attorney General of Zambia is the government’s chief legal advisor and representative in legal matters, overseeing the interpretation and enforcement of national law.
  • D. Minister of Mineral Resources and Energy of South Africa
    The Minister of Mineral Resources and Energy of South Africa is the cabinet official responsible for national policy, regulation, and oversight of the country’s mining and energy sectors.
  • E. Minister of Finance of Zimbabwe
    The Minister of Finance of Zimbabwe is the government cabinet official responsible for formulating and overseeing the country’s fiscal policy, budget, and public financial management.
  • 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: Minister of Mines and Minerals Development of Zambia
Target entity description: The Minister of Mines and Minerals Development of Zambia is the government official responsible for overseeing the country’s mining sector, including policy, regulation, and development of mineral resources.
  • A. Vice President of Zambia
    The Vice President of Zambia is the second-highest executive official in the country’s government, serving as the principal assistant and constitutional successor to the President.
  • B. Minister of Industry and Commerce of Zimbabwe
    The Minister of Industry and Commerce of Zimbabwe is a senior government cabinet position responsible for formulating and overseeing national policies on industrial development, trade, and commercial regulation.
  • C. Attorney General of Zambia
    The Attorney General of Zambia is the government’s chief legal advisor and representative in legal matters, overseeing the interpretation and enforcement of national law.
  • D. Minister of Mineral Resources and Energy of South Africa
    The Minister of Mineral Resources and Energy of South Africa is the cabinet official responsible for national policy, regulation, and oversight of the country’s mining and energy sectors.
  • E. Minister of Finance of Zimbabwe
    The Minister of Finance of Zimbabwe is the government cabinet official responsible for formulating and overseeing the country’s fiscal policy, budget, and public financial management.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55084ca3481909ff3fd9045f25dcd completed April 19, 2026, 10 p.m.
Created at: April 10, 2026, 11:47 a.m.