Triple

T4605826
Position Surface form Disambiguated ID Type / Status
Subject President of Zambia E100430 entity
Predicate chairs P377 FINISHED
Object Cabinet of Zambia
The Cabinet of Zambia is the central executive decision-making body of the Zambian government, composed of the president, vice president, and appointed ministers who oversee national policy and administration.
E456074 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: Cabinet of Zambia | Statement: [President of Zambia, chairs, Cabinet of Zambia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cabinet of Zambia
Context triple: [President of Zambia, chairs, Cabinet of Zambia]
  • A. Government of Zambia
    The Government of Zambia is the central authority that administers and oversees the Republic of Zambia’s national affairs, laws, and public policies.
  • B. Cabinet of Zimbabwe
    The Cabinet of Zimbabwe is the executive decision-making body of the government, composed of the president and appointed ministers who oversee and coordinate national policy and administration.
  • C. National Assembly of Zambia
    The National Assembly of Zambia is the unicameral legislative body responsible for making laws and overseeing the government of the Republic of Zambia.
  • D. Cabinet of Uganda
    The Cabinet of Uganda is the central decision-making body of the country's executive branch, composed of the president, vice president, and appointed ministers who oversee government policy and administration.
  • E. Cabinet of South Africa
    The Cabinet of South Africa is the national executive body composed of the President, Deputy President, and ministers responsible for directing government policy and administering state affairs.
  • 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: Cabinet of Zambia
Triple: [President of Zambia, chairs, Cabinet of Zambia]
Generated description
The Cabinet of Zambia is the central executive decision-making body of the Zambian government, composed of the president, vice president, and appointed ministers who oversee national policy and administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cabinet of Zambia
Target entity description: The Cabinet of Zambia is the central executive decision-making body of the Zambian government, composed of the president, vice president, and appointed ministers who oversee national policy and administration.
  • A. Government of Zambia
    The Government of Zambia is the central authority that administers and oversees the Republic of Zambia’s national affairs, laws, and public policies.
  • B. Cabinet of Zimbabwe
    The Cabinet of Zimbabwe is the executive decision-making body of the government, composed of the president and appointed ministers who oversee and coordinate national policy and administration.
  • C. National Assembly of Zambia
    The National Assembly of Zambia is the unicameral legislative body responsible for making laws and overseeing the government of the Republic of Zambia.
  • D. Cabinet of Uganda
    The Cabinet of Uganda is the central decision-making body of the country's executive branch, composed of the president, vice president, and appointed ministers who oversee government policy and administration.
  • E. Cabinet of South Africa
    The Cabinet of South Africa is the national executive body composed of the President, Deputy President, and ministers responsible for directing government policy and administering state affairs.
  • 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.