Triple

T5953959
Position Surface form Disambiguated ID Type / Status
Subject Parliament of Ghana E132465 entity
Predicate hasLeader P981 FINISHED
Object Minority Leader of Parliament of Ghana
The Minority Leader of Parliament of Ghana is the head of the largest opposition party’s caucus in the Ghanaian legislature, responsible for coordinating its legislative agenda and providing political oversight of the government.
E561980 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: Minority Leader of Parliament of Ghana | Statement: [Parliament of Ghana, hasLeader, Minority Leader of Parliament of Ghana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Minority Leader of Parliament of Ghana
Context triple: [Parliament of Ghana, hasLeader, Minority Leader of Parliament of Ghana]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. General Secretary of the United Gold Coast Convention
    The General Secretary of the United Gold Coast Convention was the chief organizing and administrative officer of one of the earliest nationalist political parties in the Gold Coast, which played a key role in the struggle for Ghana’s independence.
  • E. 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.
  • 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: Minority Leader of Parliament of Ghana
Triple: [Parliament of Ghana, hasLeader, Minority Leader of Parliament of Ghana]
Generated description
The Minority Leader of Parliament of Ghana is the head of the largest opposition party’s caucus in the Ghanaian legislature, responsible for coordinating its legislative agenda and providing political oversight of the government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Minority Leader of Parliament of Ghana
Target entity description: The Minority Leader of Parliament of Ghana is the head of the largest opposition party’s caucus in the Ghanaian legislature, responsible for coordinating its legislative agenda and providing political oversight of the government.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. General Secretary of the United Gold Coast Convention
    The General Secretary of the United Gold Coast Convention was the chief organizing and administrative officer of one of the earliest nationalist political parties in the Gold Coast, which played a key role in the struggle for Ghana’s independence.
  • E. 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.
  • 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_69c1082d00308190a8e92bb633e7f292 completed March 23, 2026, 9:30 a.m.
NEDg Description generation batch_69c10a15b9e08190be8b559e467d1d8c completed March 23, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69c10aaf299481909d0e824a126381e3 completed March 23, 2026, 9:41 a.m.
Created at: March 22, 2026, 4:02 p.m.