Triple

T5953958

Position	Surface form	Disambiguated ID	Type / Status
Subject	Parliament of Ghana	`E132465`	entity
Predicate	hasLeader	`P981`	FINISHED
Object	Majority Leader of Parliament of Ghana The Majority Leader of Parliament of Ghana is the chief spokesperson and coordinator for the governing party’s members in the Ghanaian legislature, responsible for steering government business and managing the parliamentary agenda.	`E558194`	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: Majority Leader of Parliament of Ghana | Statement: [Parliament of Ghana, hasLeader, Majority Leader of Parliament of Ghana]

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

Target entity: Majority Leader of Parliament of Ghana
Context triple: [Parliament of Ghana, hasLeader, Majority Leader of Parliament of Ghana]

A. 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.
B. Deputy Speaker of the National Assembly
The Deputy Speaker of the National Assembly is a parliamentary officer in Saint Kitts and Nevis who assists and substitutes for the Speaker in presiding over legislative sessions and maintaining order in the chamber.
C. Leader of the House (Lok Sabha)
The Leader of the House (Lok Sabha) is the senior minister, usually the Prime Minister or a key cabinet member, responsible for organizing and managing the government’s legislative business in India’s lower house of Parliament.
D. President of Ghana
The President of Ghana is the country’s elected head of state and government, responsible for leading the executive branch and representing Ghana both domestically and internationally.
E. Majority Leader
The Majority Leader is the chief legislative strategist and floor leader for the party holding the most seats in the Massachusetts House of Representatives.
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: Majority Leader of Parliament of Ghana
Triple: [Parliament of Ghana, hasLeader, Majority Leader of Parliament of Ghana]

Generated description

The Majority Leader of Parliament of Ghana is the chief spokesperson and coordinator for the governing party’s members in the Ghanaian legislature, responsible for steering government business and managing the parliamentary agenda.

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

Target entity: Majority Leader of Parliament of Ghana
Target entity description: The Majority Leader of Parliament of Ghana is the chief spokesperson and coordinator for the governing party’s members in the Ghanaian legislature, responsible for steering government business and managing the parliamentary agenda.

A. 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.
B. Deputy Speaker of the National Assembly
The Deputy Speaker of the National Assembly is a parliamentary officer in Saint Kitts and Nevis who assists and substitutes for the Speaker in presiding over legislative sessions and maintaining order in the chamber.
C. Leader of the House (Lok Sabha)
The Leader of the House (Lok Sabha) is the senior minister, usually the Prime Minister or a key cabinet member, responsible for organizing and managing the government’s legislative business in India’s lower house of Parliament.
D. President of Ghana
The President of Ghana is the country’s elected head of state and government, responsible for leading the executive branch and representing Ghana both domestically and internationally.
E. Majority Leader
The Majority Leader is the chief legislative strategist and floor leader for the party holding the most seats in the Massachusetts House of Representatives.
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_69c0086b05cc8190a8f36a96927a525c`	completed	March 22, 2026, 3:19 p.m.
NER	Named-entity recognition	`batch_69c039bef5c8819093f280b235a593b0`	completed	March 22, 2026, 6:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0e3d77fb08190a24d319adc608df5`	completed	March 23, 2026, 6:55 a.m.
NEDg	Description generation	`batch_69c0f4d9f7608190a1dc5fadf8c7a050`	completed	March 23, 2026, 8:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0f536b8108190bfe7907c488819f9`	completed	March 23, 2026, 8:09 a.m.

Created at: March 22, 2026, 4:02 p.m.