Triple

T4605818

Position	Surface form	Disambiguated ID	Type / Status
Subject	President of Zambia	`E100430`	entity
Predicate	appoints	`P257`	FINISHED
Object	Attorney General of Zambia The Attorney General of Zambia is the government’s chief legal advisor and representative in legal matters, overseeing the interpretation and enforcement of national law.	`E456073`	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: Attorney General of Zambia | Statement: [President of Zambia, appoints, Attorney General of Zambia]

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

Target entity: Attorney General of Zambia
Context triple: [President of Zambia, appoints, Attorney General of Zambia]

A. Chief Justice of Zimbabwe
The Chief Justice of Zimbabwe is the highest-ranking judicial officer in the country, overseeing the Supreme Court and the broader administration of justice.
B. 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.
C. Attorney General of the Gambia
The Attorney General of the Gambia is the government’s chief legal adviser and head of the national prosecution service, responsible for overseeing the administration of justice and legal affairs in the country.
D. 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.
E. Minister of Justice of South Africa
The Minister of Justice of South Africa is the cabinet official responsible for overseeing the country’s justice system, including courts, legal policy, and the administration of justice.
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: Attorney General of Zambia
Triple: [President of Zambia, appoints, Attorney General of Zambia]

Generated description

The Attorney General of Zambia is the government’s chief legal advisor and representative in legal matters, overseeing the interpretation and enforcement of national law.

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

Target entity: Attorney General of Zambia
Target entity description: The Attorney General of Zambia is the government’s chief legal advisor and representative in legal matters, overseeing the interpretation and enforcement of national law.

A. Chief Justice of Zimbabwe
The Chief Justice of Zimbabwe is the highest-ranking judicial officer in the country, overseeing the Supreme Court and the broader administration of justice.
B. 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.
C. Attorney General of the Gambia
The Attorney General of the Gambia is the government’s chief legal adviser and head of the national prosecution service, responsible for overseeing the administration of justice and legal affairs in the country.
D. 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.
E. Minister of Justice of South Africa
The Minister of Justice of South Africa is the cabinet official responsible for overseeing the country’s justice system, including courts, legal policy, and the administration of justice.
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.