Triple

T15141867
Position Surface form Disambiguated ID Type / Status
Subject Speaker of the National Assembly of Botswana E361702 entity
Predicate worksWith P398 FINISHED
Object Deputy Speaker of the National Assembly of Botswana
The Deputy Speaker of the National Assembly of Botswana is a senior parliamentary official who assists and substitutes for the Speaker in presiding over legislative sessions and maintaining order in the chamber.
E1140081 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 Speaker of the National Assembly of Botswana | Statement: [Speaker of the National Assembly of Botswana, worksWith, Deputy Speaker of the National Assembly of Botswana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deputy Speaker of the National Assembly of Botswana
Context triple: [Speaker of the National Assembly of Botswana, worksWith, Deputy Speaker of the National Assembly of Botswana]
  • A. 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.
  • B. Deputy Speaker of the National Assembly of Zimbabwe
    The Deputy Speaker of the National Assembly of Zimbabwe is a senior parliamentary official who assists in presiding over the lower house, ensuring legislative procedures are followed and standing in for the Speaker when necessary.
  • C. Vice President of Botswana
    The Vice President of Botswana is the second-highest executive official in the country’s government, responsible for assisting the president and often designated as the constitutional successor.
  • D. 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.
  • E. Deputy President of the Senate of Zimbabwe
    The Deputy President of the Senate of Zimbabwe is the second-highest-ranking official in the country’s upper house of Parliament, responsible for assisting and standing in for the Senate President in presiding over legislative proceedings.
  • 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 Speaker of the National Assembly of Botswana
Triple: [Speaker of the National Assembly of Botswana, worksWith, Deputy Speaker of the National Assembly of Botswana]
Generated description
The Deputy Speaker of the National Assembly of Botswana is a senior parliamentary official who assists and substitutes for the Speaker in presiding over legislative sessions and maintaining order in the chamber.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deputy Speaker of the National Assembly of Botswana
Target entity description: The Deputy Speaker of the National Assembly of Botswana is a senior parliamentary official who assists and substitutes for the Speaker in presiding over legislative sessions and maintaining order in the chamber.
  • A. 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.
  • B. Deputy Speaker of the National Assembly of Zimbabwe
    The Deputy Speaker of the National Assembly of Zimbabwe is a senior parliamentary official who assists in presiding over the lower house, ensuring legislative procedures are followed and standing in for the Speaker when necessary.
  • C. Vice President of Botswana
    The Vice President of Botswana is the second-highest executive official in the country’s government, responsible for assisting the president and often designated as the constitutional successor.
  • D. 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.
  • E. Deputy President of the Senate of Zimbabwe
    The Deputy President of the Senate of Zimbabwe is the second-highest-ranking official in the country’s upper house of Parliament, responsible for assisting and standing in for the Senate President in presiding over legislative proceedings.
  • 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_69d85a0759908190b8a051d2e2a1cbe6 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005c5c4248190b57234e3ccf2831b completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69febfee0ae48190a36523d3eeae9740 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec17d53448190942e5df10ffad4e5 completed May 9, 2026, 5:09 a.m.
NED2 Entity disambiguation (via description) batch_69fec2300c4481908892a6515d99c12f completed May 9, 2026, 5:12 a.m.
Created at: April 10, 2026, 3:07 a.m.