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.