Triple

T10505281

Position	Surface form	Disambiguated ID	Type / Status
Subject	Thokozani Khupe	`E247769`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Deputy Prime Minister of Zimbabwe The Deputy Prime Minister of Zimbabwe was a senior government post, held notably by opposition politician Thokozani Khupe during the 2009–2013 power-sharing government.	`E867473`	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 Prime Minister of Zimbabwe | Statement: [Thokozani Khupe, positionHeld, Deputy Prime Minister of Zimbabwe]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Deputy Prime Minister of Zimbabwe
Context triple: [Thokozani Khupe, positionHeld, Deputy Prime Minister of Zimbabwe]

A. Vice President of Zimbabwe
The Vice President of Zimbabwe is a senior government official who serves as the deputy to the President and is typically first in the line of succession to the presidency.
B. 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.
C. Prime Minister of Zimbabwe
The Prime Minister of Zimbabwe was the head of government of Zimbabwe from independence in 1980 until the post was abolished in 1987, a role most prominently associated with Robert Mugabe before he became executive president.
D. 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.
E. Deputy Chief Justice of Zimbabwe
The Deputy Chief Justice of Zimbabwe is the second-highest judicial officer in the country, assisting the Chief Justice in leading the Supreme Court and overseeing the administration of the judiciary.
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 Prime Minister of Zimbabwe
Triple: [Thokozani Khupe, positionHeld, Deputy Prime Minister of Zimbabwe]

Generated description

The Deputy Prime Minister of Zimbabwe was a senior government post, held notably by opposition politician Thokozani Khupe during the 2009–2013 power-sharing government.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Deputy Prime Minister of Zimbabwe
Target entity description: The Deputy Prime Minister of Zimbabwe was a senior government post, held notably by opposition politician Thokozani Khupe during the 2009–2013 power-sharing government.

A. Vice President of Zimbabwe
The Vice President of Zimbabwe is a senior government official who serves as the deputy to the President and is typically first in the line of succession to the presidency.
B. 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.
C. Prime Minister of Zimbabwe
The Prime Minister of Zimbabwe was the head of government of Zimbabwe from independence in 1980 until the post was abolished in 1987, a role most prominently associated with Robert Mugabe before he became executive president.
D. 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.
E. Deputy Chief Justice of Zimbabwe
The Deputy Chief Justice of Zimbabwe is the second-highest judicial officer in the country, assisting the Chief Justice in leading the Supreme Court and overseeing the administration of the judiciary.
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_69d381c4aa948190942e1d803143fb0e`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d5099f4dec8190a9851739c8bc9a69`	completed	April 7, 2026, 1:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d8dcd89ba481908653730b43e3d4ab`	completed	April 10, 2026, 11:19 a.m.
NEDg	Description generation	`batch_69d8e8c9d5cc8190a425ed834855bbcd`	completed	April 10, 2026, 12:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69d901fecee88190999e88ca2e56a516`	completed	April 10, 2026, 1:58 p.m.

Created at: April 6, 2026, 12:26 p.m.