Triple

T4605816
Position Surface form Disambiguated ID Type / Status
Subject President of Zambia E100430 entity
Predicate appoints P257 FINISHED
Object Vice President of Zambia
The Vice President of Zambia is the second-highest executive official in the country’s government, serving as the principal assistant and constitutional successor to the President.
 E456072 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: Vice President of Zambia | Statement: [President of Zambia, appoints, Vice President of Zambia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vice President of Zambia
Context triple: [President of Zambia, appoints, Vice President of Zambia]
  • 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. 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.
  • C. President of Zambia
    The President of Zambia is the country’s elected head of state and government, responsible for leading the executive branch and representing Zambia domestically and internationally.
  • D. President of Botswana
    The President of Botswana is the country’s executive head of state and government, responsible for leading the national administration and representing Botswana domestically and internationally.
  • E. Vice-President of Ghana
    The Vice-President of Ghana is the second-highest executive officer in the country, assisting the President in governing and often succeeding them if the presidency becomes vacant.
  • 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: Vice President of Zambia
Triple: [President of Zambia, appoints, Vice President of Zambia]
Generated description
The Vice President of Zambia is the second-highest executive official in the country’s government, serving as the principal assistant and constitutional successor to the President.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vice President of Zambia
Target entity description: The Vice President of Zambia is the second-highest executive official in the country’s government, serving as the principal assistant and constitutional successor to the President.
  • 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. 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.
  • C. President of Zambia
    The President of Zambia is the country’s elected head of state and government, responsible for leading the executive branch and representing Zambia domestically and internationally.
  • D. President of Botswana
    The President of Botswana is the country’s executive head of state and government, responsible for leading the national administration and representing Botswana domestically and internationally.
  • E. Vice-President of Ghana
    The Vice-President of Ghana is the second-highest executive officer in the country, assisting the President in governing and often succeeding them if the presidency becomes vacant.
  • 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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd599b1f0881909fd693b81ff44f98 completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa6d24808190a4edc426b8b719cd completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfbea628c81908f96e706d650ef9f completed March 21, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc97fc54819093e0cff18a40bde2 completed March 21, 2026, 2:04 a.m.
Created at: March 20, 2026, 1:12 p.m.