Triple

T18656366
Position Surface form Disambiguated ID Type / Status
Subject Cabinet of Zambia E456074 entity
Predicate includesPosition P1393 FINISHED
Object Minister of Justice of Zambia
The Minister of Justice of Zambia is the government official responsible for overseeing the country’s justice system, legal affairs, and related policy within the Zambian cabinet.
 E1337200 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 Justice of Zambia | Statement: [Cabinet of Zambia, includesPosition, Minister of Justice of Zambia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister of Justice of Zambia
Context triple: [Cabinet of Zambia, includesPosition, Minister of Justice 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. 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.
  • C. Director of Public Prosecutions of Zambia
    The Director of Public Prosecutions of Zambia is the independent constitutional office responsible for instituting, undertaking, and supervising criminal prosecutions on behalf of the state.
  • D. 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.
  • E. Minister of Justice, Legal and Parliamentary Affairs of Zimbabwe
    The Minister of Justice, Legal and Parliamentary Affairs of Zimbabwe is the cabinet official responsible for overseeing the country’s justice system, legal policy, and parliamentary affairs within the Government of Zimbabwe.
  • 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 Justice of Zambia
Triple: [Cabinet of Zambia, includesPosition, Minister of Justice of Zambia]
Generated description
The Minister of Justice of Zambia is the government official responsible for overseeing the country’s justice system, legal affairs, and related policy within the Zambian cabinet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minister of Justice of Zambia
Target entity description: The Minister of Justice of Zambia is the government official responsible for overseeing the country’s justice system, legal affairs, and related policy within the Zambian cabinet.
  • 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. 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.
  • C. Director of Public Prosecutions of Zambia
    The Director of Public Prosecutions of Zambia is the independent constitutional office responsible for instituting, undertaking, and supervising criminal prosecutions on behalf of the state.
  • D. 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.
  • E. Minister of Justice, Legal and Parliamentary Affairs of Zimbabwe
    The Minister of Justice, Legal and Parliamentary Affairs of Zimbabwe is the cabinet official responsible for overseeing the country’s justice system, legal policy, and parliamentary affairs within the Government of Zimbabwe.
  • 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_6a05234756cc8190ba8f0f52499dbac1 completed May 14, 2026, 1:20 a.m.
NEDg Description generation batch_6a052419ba208190bac5d7fc94519b40 completed May 14, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a052490bb60819086420aa11327426f completed May 14, 2026, 1:25 a.m.
Created at: April 10, 2026, 11:47 a.m.