Triple

T22063792
Position Surface form Disambiguated ID Type / Status
Subject Jozua François Naudé E545216 entity
Predicate positionHeld P8 FINISHED
Object Speaker of the House of Assembly of South Africa
The Speaker of the House of Assembly of South Africa was the presiding officer and principal authority of the country’s former whites-only parliamentary chamber during the apartheid era.
E1516734 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: Speaker of the House of Assembly of South Africa | Statement: [Jozua François Naudé, positionHeld, Speaker of the House of Assembly of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speaker of the House of Assembly of South Africa
Context triple: [Jozua François Naudé, positionHeld, Speaker of the House of Assembly of South Africa]
  • A. President of the Senate of South Africa
    The President of the Senate of South Africa was the presiding officer of the country’s former upper parliamentary chamber, responsible for overseeing its debates and procedures before the Senate was abolished.
  • B. Deputy President of the Senate of South Africa
    The Deputy President of the Senate of South Africa was a senior parliamentary leadership role in the country’s former upper house, assisting in presiding over legislative proceedings during the early post-apartheid era.
  • C. Speaker of the National Assembly of Zimbabwe
    The Speaker of the National Assembly of Zimbabwe is the presiding officer and principal authority of the country’s lower house of Parliament, responsible for overseeing legislative debates, maintaining order, and representing the Assembly in its relations with other branches of government.
  • D. Chairperson of the National Council of Provinces
    The Chairperson of the National Council of Provinces is the principal presiding officer of South Africa’s upper parliamentary house, responsible for overseeing its proceedings and ensuring orderly legislative debate.
  • E. Speaker of the National Assembly of Botswana
    The Speaker of the National Assembly of Botswana is the presiding officer responsible for overseeing parliamentary debates, maintaining order, and representing the legislature in its official functions.
  • 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: Speaker of the House of Assembly of South Africa
Triple: [Jozua François Naudé, positionHeld, Speaker of the House of Assembly of South Africa]
Generated description
The Speaker of the House of Assembly of South Africa was the presiding officer and principal authority of the country’s former whites-only parliamentary chamber during the apartheid era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speaker of the House of Assembly of South Africa
Target entity description: The Speaker of the House of Assembly of South Africa was the presiding officer and principal authority of the country’s former whites-only parliamentary chamber during the apartheid era.
  • A. President of the Senate of South Africa
    The President of the Senate of South Africa was the presiding officer of the country’s former upper parliamentary chamber, responsible for overseeing its debates and procedures before the Senate was abolished.
  • B. Deputy President of the Senate of South Africa
    The Deputy President of the Senate of South Africa was a senior parliamentary leadership role in the country’s former upper house, assisting in presiding over legislative proceedings during the early post-apartheid era.
  • C. Speaker of the National Assembly of Zimbabwe
    The Speaker of the National Assembly of Zimbabwe is the presiding officer and principal authority of the country’s lower house of Parliament, responsible for overseeing legislative debates, maintaining order, and representing the Assembly in its relations with other branches of government.
  • D. Chairperson of the National Council of Provinces
    The Chairperson of the National Council of Provinces is the principal presiding officer of South Africa’s upper parliamentary house, responsible for overseeing its proceedings and ensuring orderly legislative debate.
  • E. Speaker of the National Assembly of Botswana
    The Speaker of the National Assembly of Botswana is the presiding officer responsible for overseeing parliamentary debates, maintaining order, and representing the legislature in its official functions.
  • 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_69e11e3377c48190890c17407b9527d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12881f9e0819091b8e6d8ff6802bd completed April 28, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a80ada8bc81908c8588857ac2c161 completed May 18, 2026, 2:59 a.m.
NEDg Description generation batch_6a0a81f51dbc8190a49506d7536d165b completed May 18, 2026, 3:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0a82c10ce48190806498221cb55e7b completed May 18, 2026, 3:08 a.m.
Created at: April 16, 2026, 8:27 p.m.