Triple

T2535742
Position Surface form Disambiguated ID Type / Status
Subject Government of Ghana E56264 entity
Predicate deputyOfficeHolder P19401 FINISHED
Object Mahamudu Bawumia
Mahamudu Bawumia is a Ghanaian economist and politician who serves as the Vice President of Ghana and a leading figure in the New Patriotic Party.
E276489 NE FINISHED

How this triple was built (5 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: Mahamudu Bawumia | Statement: [Government of Ghana, deputyOfficeHolder, Mahamudu Bawumia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mahamudu Bawumia
Context triple: [Government of Ghana, deputyOfficeHolder, Mahamudu Bawumia]
  • A. Nana Addo Dankwa Akufo-Addo
    Nana Addo Dankwa Akufo-Addo is a Ghanaian politician and lawyer who has served as President of Ghana, leading the country’s executive branch.
  • B. Abraham Attah
    Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
  • C. Samuel Doe
    Samuel Doe was a Liberian military officer-turned-president whose authoritarian rule and eventual overthrow played a central role in triggering the First Liberian Civil War.
  • D. Paul Biyoghé Mba
    Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
  • E. James Sirleaf
    James Sirleaf was the husband of Ellen Johnson Sirleaf, the former president of Liberia and Africa’s first elected female head of state.
  • 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: Mahamudu Bawumia
Triple: [Government of Ghana, deputyOfficeHolder, Mahamudu Bawumia]
Generated description
Mahamudu Bawumia is a Ghanaian economist and politician who serves as the Vice President of Ghana and a leading figure in the New Patriotic Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mahamudu Bawumia
Target entity description: Mahamudu Bawumia is a Ghanaian economist and politician who serves as the Vice President of Ghana and a leading figure in the New Patriotic Party.
  • A. Nana Addo Dankwa Akufo-Addo
    Nana Addo Dankwa Akufo-Addo is a Ghanaian politician and lawyer who has served as President of Ghana, leading the country’s executive branch.
  • B. Abraham Attah
    Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
  • C. Samuel Doe
    Samuel Doe was a Liberian military officer-turned-president whose authoritarian rule and eventual overthrow played a central role in triggering the First Liberian Civil War.
  • D. Paul Biyoghé Mba
    Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
  • E. James Sirleaf
    James Sirleaf was the husband of Ellen Johnson Sirleaf, the former president of Liberia and Africa’s first elected female head of state.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: deputyOfficeHolder
Context triple: [Government of Ghana, deputyOfficeHolder, Mahamudu Bawumia]
  • A. deputyOf chosen
    Indicates that one entity serves as the subordinate or second-in-command to another, acting with delegated authority on their behalf.
  • B. deputyMinister
    Indicates that one entity serves as the deputy minister (second-in-command or subordinate minister) to another entity within a governmental or ministerial hierarchy.
  • C. successorOfficeHolder
    Indicates that one office holder directly follows another in occupying the same official position.
  • D. hasDeputyLeaderTitle
    Indicates that an entity holds a specific title associated with the role of deputy leader.
  • E. officeHolderMayBe
    Indicates that a specified person is permitted or eligible to hold a particular office or position.
  • F. None of above.

Provenance (6 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_69ab4a49b6508190bc467fbef4bac334 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd64a2194819097c66cbeb37fe859 completed March 7, 2026, 7:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5cf858cc81908d6a7ef5315119aa completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5db1c290819099d88815ebe97c1b completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e2cd2588190bc24c3cdd350fa70 completed March 9, 2026, 11:56 p.m.
PD Predicate disambiguation batch_69abd0c4a5dc819097812db50443420a completed March 7, 2026, 7:16 a.m.
Created at: March 6, 2026, 9:47 p.m.