Triple

T2719270
Position Surface form Disambiguated ID Type / Status
Subject All Progressives Congress E60042 entity
Predicate producedSpeakerOfHouseOfRepresentativesOfNigeria P2904 FINISHED
Object Yakubu Dogara
Yakubu Dogara is a Nigerian politician and lawyer who served as Speaker of the House of Representatives from 2015 to 2019.
E294671 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: Yakubu Dogara | Statement: [All Progressives Congress, producedSpeakerOfHouseOfRepresentativesOfNigeria, Yakubu Dogara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yakubu Dogara
Context triple: [All Progressives Congress, producedSpeakerOfHouseOfRepresentativesOfNigeria, Yakubu Dogara]
  • A. General Abdulsalami Abubakar
    General Abdulsalami Abubakar is a Nigerian military leader and former head of state best known for overseeing the country’s transition from military to civilian rule in 1999.
  • 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. Murtala Muhammed
    Murtala Muhammed was a Nigerian military general and the country’s Head of State from 1975 until his assassination in 1976, remembered for his anti-corruption stance and efforts to reform government.
  • D. Bola Tinubu
    Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
  • E. Aliyu Babba
    Aliyu Babba was a prominent 19th-century ruler of the Sokoto Caliphate, known for his role in maintaining and administering one of West Africa’s largest Islamic empires.
  • 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: Yakubu Dogara
Triple: [All Progressives Congress, producedSpeakerOfHouseOfRepresentativesOfNigeria, Yakubu Dogara]
Generated description
Yakubu Dogara is a Nigerian politician and lawyer who served as Speaker of the House of Representatives from 2015 to 2019.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yakubu Dogara
Target entity description: Yakubu Dogara is a Nigerian politician and lawyer who served as Speaker of the House of Representatives from 2015 to 2019.
  • A. General Abdulsalami Abubakar
    General Abdulsalami Abubakar is a Nigerian military leader and former head of state best known for overseeing the country’s transition from military to civilian rule in 1999.
  • 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. Murtala Muhammed
    Murtala Muhammed was a Nigerian military general and the country’s Head of State from 1975 until his assassination in 1976, remembered for his anti-corruption stance and efforts to reform government.
  • D. Bola Tinubu
    Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
  • E. Aliyu Babba
    Aliyu Babba was a prominent 19th-century ruler of the Sokoto Caliphate, known for his role in maintaining and administering one of West Africa’s largest Islamic empires.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: producedSpeakerOfHouseOfRepresentativesOfNigeria
Context triple: [All Progressives Congress, producedSpeakerOfHouseOfRepresentativesOfNigeria, Yakubu Dogara]
  • A. producedOfficeHoldersOf chosen
    Indicates that one entity (such as an election, process, or jurisdiction) resulted in or gave rise to specific individuals who held official positions or offices.
  • B. producedOfficeHolders
    Indicates that one entity (such as a place, institution, or group) has given rise to or been the origin of individuals who have held official positions or public offices in another entity.
  • C. SpeakerOfTheHouse
    Indicates that the subject holds the position of Speaker of the House in a legislative body, presiding over its sessions and proceedings.
  • D. officeHoldersRepresent
    Indicates that certain office holders act on behalf of, or serve as representatives for, specific entities or groups.
  • E. representedPoliticalEntity
    Indicates that one entity has served as an official political representative or agent acting on behalf of another political entity.
  • 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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdaaee104819085966bc54d5da9c0 completed March 7, 2026, 7:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbc05d148190b6a0faf10443519d completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc8415388190a39d459ff7a411e4 completed March 10, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69afbcc460b88190986844c39165ef14 completed March 10, 2026, 6:40 a.m.
PD Predicate disambiguation batch_69abd8240920819087a812d816a55edb completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:55 p.m.