Triple

T18656359

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet of Zambia	`E456074`	entity
Predicate	includesPosition	`P1393`	FINISHED
Object	Minister of Foreign Affairs of Zambia The Minister of Foreign Affairs of Zambia is the senior government official responsible for directing the country’s foreign policy and managing its diplomatic relations with other states and international organizations.	`E1336290`	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: Minister of Foreign Affairs of Zambia | Statement: [Cabinet of Zambia, includesPosition, Minister of Foreign Affairs of Zambia]

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

Target entity: Minister of Foreign Affairs of Zambia
Context triple: [Cabinet of Zambia, includesPosition, Minister of Foreign Affairs of Zambia]

A. 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.
B. 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.
C. Zambian foreign service
The Zambian foreign service is the professional diplomatic corps responsible for representing Zambia’s interests abroad, managing its embassies and missions, and conducting the country’s international relations.
D. Minister of Foreign Affairs of Angola
The Minister of Foreign Affairs of Angola is the government official responsible for directing the country’s foreign policy, international relations, and diplomatic engagements.
E. Minister of International Relations and Cooperation of South Africa
The Minister of International Relations and Cooperation of South Africa is the cabinet official responsible for directing the country’s foreign policy, diplomatic relations, and international cooperation efforts.
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: Minister of Foreign Affairs of Zambia
Triple: [Cabinet of Zambia, includesPosition, Minister of Foreign Affairs of Zambia]

Generated description

The Minister of Foreign Affairs of Zambia is the senior government official responsible for directing the country’s foreign policy and managing its diplomatic relations with other states and international organizations.

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

Target entity: Minister of Foreign Affairs of Zambia
Target entity description: The Minister of Foreign Affairs of Zambia is the senior government official responsible for directing the country’s foreign policy and managing its diplomatic relations with other states and international organizations.

A. 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.
B. 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.
C. Zambian foreign service
The Zambian foreign service is the professional diplomatic corps responsible for representing Zambia’s interests abroad, managing its embassies and missions, and conducting the country’s international relations.
D. Minister of Foreign Affairs of Angola
The Minister of Foreign Affairs of Angola is the government official responsible for directing the country’s foreign policy, international relations, and diplomatic engagements.
E. Minister of International Relations and Cooperation of South Africa
The Minister of International Relations and Cooperation of South Africa is the cabinet official responsible for directing the country’s foreign policy, diplomatic relations, and international cooperation efforts.
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_69d8d38ea1e88190997e9b231190ba6f`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e55084ca3481909ff3fd9045f25dcd`	completed	April 19, 2026, 10 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a05172321648190bdce686bb4a2d4c2`	completed	May 14, 2026, 12:28 a.m.
NEDg	Description generation	`batch_6a05185f550081909a284d833f992da4`	completed	May 14, 2026, 12:33 a.m.
NED2	Entity disambiguation (via description)	`batch_6a05190b081481909af7b7aec70d9646`	completed	May 14, 2026, 12:36 a.m.

Created at: April 10, 2026, 11:47 a.m.