Triple

T18656361
Position Surface form Disambiguated ID Type / Status
Subject Cabinet of Zambia E456074 entity
Predicate includesPosition P1393 FINISHED
Object Minister of Home Affairs of Zambia
The Minister of Home Affairs of Zambia is the government official responsible for internal security, immigration, policing, and related domestic affairs within the country.
 E1336292 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 Home Affairs of Zambia | Statement: [Cabinet of Zambia, includesPosition, Minister of Home Affairs of Zambia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister of Home Affairs of Zambia
Context triple: [Cabinet of Zambia, includesPosition, Minister of Home Affairs of Zambia]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Minister of the Interior of South Africa
    The Minister of the Interior of South Africa was a senior cabinet post responsible for domestic affairs such as internal administration, immigration, and civic matters within the country.
  • E. Chief Justice of Zambia
    The Chief Justice of Zambia is the head of the country’s judiciary and Supreme Court, responsible for overseeing the administration of justice and guiding the interpretation of Zambian law.
  • 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 Home Affairs of Zambia
Triple: [Cabinet of Zambia, includesPosition, Minister of Home Affairs of Zambia]
Generated description
The Minister of Home Affairs of Zambia is the government official responsible for internal security, immigration, policing, and related domestic affairs within the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minister of Home Affairs of Zambia
Target entity description: The Minister of Home Affairs of Zambia is the government official responsible for internal security, immigration, policing, and related domestic affairs within the country.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Minister of the Interior of South Africa
    The Minister of the Interior of South Africa was a senior cabinet post responsible for domestic affairs such as internal administration, immigration, and civic matters within the country.
  • E. Chief Justice of Zambia
    The Chief Justice of Zambia is the head of the country’s judiciary and Supreme Court, responsible for overseeing the administration of justice and guiding the interpretation of Zambian law.
  • 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.