Triple

T8327704

Position	Surface form	Disambiguated ID	Type / Status
Subject	Thomas Nimely	`E194995`	entity
Predicate	officeHeld	`P8`	FINISHED
Object	Foreign Minister of Liberia The Foreign Minister of Liberia is the government official responsible for directing the country’s foreign policy and representing Liberia in international diplomatic affairs.	`E725264`	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: Foreign Minister of Liberia | Statement: [Thomas Nimely, officeHeld, Foreign Minister of Liberia]

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

Target entity: Foreign Minister of Liberia
Context triple: [Thomas Nimely, officeHeld, Foreign Minister of Liberia]

A. Assistant Secretary of State for African Affairs
The Assistant Secretary of State for African Affairs is the senior U.S. diplomat responsible for directing and coordinating American foreign policy and diplomatic relations with countries across the African continent.
B. Minister of Foreign Affairs of Ecuador
The Minister of Foreign Affairs of Ecuador is the cabinet official responsible for directing the country’s foreign policy, international relations, and diplomatic representation abroad.
C. United States Ambassador to Haiti
The United States Ambassador to Haiti is the chief diplomatic representative of the U.S. government in Haiti, responsible for managing bilateral relations and overseeing the American embassy in Port-au-Prince.
D. Minister of Foreign Affairs of Colombia
The Minister of Foreign Affairs of Colombia is the cabinet official responsible for directing the country’s foreign policy, managing diplomatic relations, and representing Colombia in international affairs.
E. Minister of Foreign Affairs of Peru
The Minister of Foreign Affairs of Peru is the cabinet official who directs the country’s foreign policy and diplomatic relations as part of the Peruvian executive branch.
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: Foreign Minister of Liberia
Triple: [Thomas Nimely, officeHeld, Foreign Minister of Liberia]

Generated description

The Foreign Minister of Liberia is the government official responsible for directing the country’s foreign policy and representing Liberia in international diplomatic affairs.

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

Target entity: Foreign Minister of Liberia
Target entity description: The Foreign Minister of Liberia is the government official responsible for directing the country’s foreign policy and representing Liberia in international diplomatic affairs.

A. Assistant Secretary of State for African Affairs
The Assistant Secretary of State for African Affairs is the senior U.S. diplomat responsible for directing and coordinating American foreign policy and diplomatic relations with countries across the African continent.
B. Minister of Foreign Affairs of Ecuador
The Minister of Foreign Affairs of Ecuador is the cabinet official responsible for directing the country’s foreign policy, international relations, and diplomatic representation abroad.
C. United States Ambassador to Haiti
The United States Ambassador to Haiti is the chief diplomatic representative of the U.S. government in Haiti, responsible for managing bilateral relations and overseeing the American embassy in Port-au-Prince.
D. Minister of Foreign Affairs of Colombia
The Minister of Foreign Affairs of Colombia is the cabinet official responsible for directing the country’s foreign policy, managing diplomatic relations, and representing Colombia in international affairs.
E. Minister of Foreign Affairs of Peru
The Minister of Foreign Affairs of Peru is the cabinet official who directs the country’s foreign policy and diplomatic relations as part of the Peruvian executive branch.
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_69ca82e87f2c8190bdb71ee29dfc642d`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cb7f8243288190b1ae74d69395fc91`	completed	March 31, 2026, 8:02 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cd95b92708819097795498f9ebcdfc`	completed	April 1, 2026, 10:01 p.m.
NEDg	Description generation	`batch_69cdab60ec308190a9001f9235e556b4`	completed	April 1, 2026, 11:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69cdb2e3457c8190a2d0cb6eeb81c9ef`	completed	April 2, 2026, 12:05 a.m.

Created at: March 30, 2026, 5:56 p.m.