Triple

T16350805
Position Surface form Disambiguated ID Type / Status
Subject Constitution of Namibia, Article 32 E397055 entity
Predicate concernsOffice P14928 FINISHED
Object Deputy Ministers of Namibia
Deputy Ministers of Namibia are junior members of the executive appointed to assist Cabinet ministers in running government ministries and implementing national policy.
E1208630 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: Deputy Ministers of Namibia | Statement: [Constitution of Namibia, Article 32, concernsOffice, Deputy Ministers of Namibia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deputy Ministers of Namibia
Context triple: [Constitution of Namibia, Article 32, concernsOffice, Deputy Ministers of Namibia]
  • A. Deputy Ministers of South Africa
    Deputy Ministers of South Africa are senior government officials who assist cabinet ministers in managing national departments and implementing government policy within the country’s executive branch.
  • B. Government of Namibia
    The Government of Namibia is the national executive authority of the Republic of Namibia, responsible for administering the country’s laws, policies, and public services under a democratic constitutional framework.
  • C. Cabinet of Namibia
    The Cabinet of Namibia is the executive decision-making body of the Namibian government, composed of the President, Prime Minister, and appointed ministers responsible for implementing national policy and administering state affairs.
  • D. UN Commissioner for Namibia
    The UN Commissioner for Namibia was a United Nations post created to oversee and advocate for Namibia’s transition from South African rule to independence.
  • E. Ministry of Education, Arts and Culture of Namibia
    The Ministry of Education, Arts and Culture of Namibia is a government department responsible for formulating and implementing national policies on schooling, cultural development, and the preservation and promotion of the country’s artistic and heritage sectors.
  • 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: Deputy Ministers of Namibia
Triple: [Constitution of Namibia, Article 32, concernsOffice, Deputy Ministers of Namibia]
Generated description
Deputy Ministers of Namibia are junior members of the executive appointed to assist Cabinet ministers in running government ministries and implementing national policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deputy Ministers of Namibia
Target entity description: Deputy Ministers of Namibia are junior members of the executive appointed to assist Cabinet ministers in running government ministries and implementing national policy.
  • A. Deputy Ministers of South Africa
    Deputy Ministers of South Africa are senior government officials who assist cabinet ministers in managing national departments and implementing government policy within the country’s executive branch.
  • B. Government of Namibia
    The Government of Namibia is the national executive authority of the Republic of Namibia, responsible for administering the country’s laws, policies, and public services under a democratic constitutional framework.
  • C. Cabinet of Namibia
    The Cabinet of Namibia is the executive decision-making body of the Namibian government, composed of the President, Prime Minister, and appointed ministers responsible for implementing national policy and administering state affairs.
  • D. UN Commissioner for Namibia
    The UN Commissioner for Namibia was a United Nations post created to oversee and advocate for Namibia’s transition from South African rule to independence.
  • E. Ministry of Education, Arts and Culture of Namibia
    The Ministry of Education, Arts and Culture of Namibia is a government department responsible for formulating and implementing national policies on schooling, cultural development, and the preservation and promotion of the country’s artistic and heritage sectors.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2facb37d0819093fe45446f1e79c1 completed April 18, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002db6375c81908c64dbe2bc987b1a completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a00304d7c888190a018d865eb51f0a0 completed May 10, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_6a00309ceba88190a982b439a1e72e78 completed May 10, 2026, 7:15 a.m.
Created at: April 10, 2026, 5:07 a.m.