Triple

T18656360
Position Surface form Disambiguated ID Type / Status
Subject Cabinet of Zambia E456074 entity
Predicate includesPosition P1393 FINISHED
Object Minister of Defence of Zambia
The Minister of Defence of Zambia is the senior government official responsible for overseeing the country’s defence policy, armed forces, and national security within the Zambian cabinet.
 E1336291 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: Minister of Defence of Zambia | Statement: [Cabinet of Zambia, includesPosition, Minister of Defence of Zambia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister of Defence of Zambia
Context triple: [Cabinet of Zambia, includesPosition, Minister of Defence of Zambia]
  • A. Minister of Defence of Zimbabwe
    The Minister of Defence of Zimbabwe is the cabinet official responsible for overseeing the country’s national defense policy, armed forces, and military affairs.
  • B. Minister of Defence of South Africa
    The Minister of Defence of South Africa is the cabinet official responsible for overseeing the country’s national defence policy and the South African National Defence Force.
  • C. 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.
  • D. Ministry of Defence of Zimbabwe
    The Ministry of Defence of Zimbabwe is the government department responsible for formulating defence policy and overseeing the country’s armed forces and national security.
  • E. Minister of State Security of Zimbabwe
    The Minister of State Security of Zimbabwe is the government official responsible for overseeing the country’s intelligence, security, and related state protection services.
  • 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: Minister of Defence of Zambia
Triple: [Cabinet of Zambia, includesPosition, Minister of Defence of Zambia]
Generated description
The Minister of Defence of Zambia is the senior government official responsible for overseeing the country’s defence policy, armed forces, and national security within the Zambian cabinet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minister of Defence of Zambia
Target entity description: The Minister of Defence of Zambia is the senior government official responsible for overseeing the country’s defence policy, armed forces, and national security within the Zambian cabinet.
  • A. Minister of Defence of Zimbabwe
    The Minister of Defence of Zimbabwe is the cabinet official responsible for overseeing the country’s national defense policy, armed forces, and military affairs.
  • B. Minister of Defence of South Africa
    The Minister of Defence of South Africa is the cabinet official responsible for overseeing the country’s national defence policy and the South African National Defence Force.
  • C. 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.
  • D. Ministry of Defence of Zimbabwe
    The Ministry of Defence of Zimbabwe is the government department responsible for formulating defence policy and overseeing the country’s armed forces and national security.
  • E. Minister of State Security of Zimbabwe
    The Minister of State Security of Zimbabwe is the government official responsible for overseeing the country’s intelligence, security, and related state protection services.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55084ca3481909ff3fd9045f25dcd completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05172321648190bdce686bb4a2d4c2 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05185f550081909a284d833f992da4 completed May 14, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a05190b081481909af7b7aec70d9646 completed May 14, 2026, 12:36 a.m.
Created at: April 10, 2026, 11:47 a.m.