Triple

T5953956

Position	Surface form	Disambiguated ID	Type / Status
Subject	Parliament of Ghana	`E132465`	entity
Predicate	hasSpeaker	`P981`	FINISHED
Object	Speaker of Parliament of Ghana The Speaker of Parliament of Ghana is the presiding officer and highest authority of Ghana’s legislature, responsible for overseeing parliamentary proceedings and ensuring adherence to the constitution and standing orders.	`E558192`	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: Speaker of Parliament of Ghana | Statement: [Parliament of Ghana, hasSpeaker, Speaker of Parliament of Ghana]

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

Target entity: Speaker of Parliament of Ghana
Context triple: [Parliament of Ghana, hasSpeaker, Speaker 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. 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.
C. Speaker of Parliament
The Speaker of Parliament is the highest-ranking official who leads and oversees the proceedings and administration of Uganda’s national legislature.
D. Speaker of Parliament
The Speaker of Parliament is the presiding officer of Singapore’s legislature, responsible for maintaining order during debates and overseeing parliamentary proceedings.
E. Speaker of the National Assembly of Zimbabwe
The Speaker of the National Assembly of Zimbabwe is the presiding officer and principal authority of the country’s lower house of Parliament, responsible for overseeing legislative debates, maintaining order, and representing the Assembly in its relations with other branches of government.
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: Speaker of Parliament of Ghana
Triple: [Parliament of Ghana, hasSpeaker, Speaker of Parliament of Ghana]

Generated description

The Speaker of Parliament of Ghana is the presiding officer and highest authority of Ghana’s legislature, responsible for overseeing parliamentary proceedings and ensuring adherence to the constitution and standing orders.

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

Target entity: Speaker of Parliament of Ghana
Target entity description: The Speaker of Parliament of Ghana is the presiding officer and highest authority of Ghana’s legislature, responsible for overseeing parliamentary proceedings and ensuring adherence to the constitution and standing orders.

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. 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.
C. Speaker of Parliament
The Speaker of Parliament is the highest-ranking official who leads and oversees the proceedings and administration of Uganda’s national legislature.
D. Speaker of Parliament
The Speaker of Parliament is the presiding officer of Singapore’s legislature, responsible for maintaining order during debates and overseeing parliamentary proceedings.
E. Speaker of the National Assembly of Zimbabwe
The Speaker of the National Assembly of Zimbabwe is the presiding officer and principal authority of the country’s lower house of Parliament, responsible for overseeing legislative debates, maintaining order, and representing the Assembly in its relations with other branches of government.
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.