Triple
T2719265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All Progressives Congress |
E60042
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Atiku Abubakar (former member)
Atiku Abubakar is a Nigerian politician and businessman who has served as Vice President of Nigeria and repeatedly contested for the country’s presidency.
|
E293166
|
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: Atiku Abubakar (former member) | Statement: [All Progressives Congress, hasNotableMember, Atiku Abubakar (former member)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atiku Abubakar (former member) Context triple: [All Progressives Congress, hasNotableMember, Atiku Abubakar (former member)]
-
A.
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."
-
B.
Bola Tinubu
Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
-
C.
Oluremi Tinubu
Oluremi Tinubu is a Nigerian politician and former First Lady of Lagos State who serves as the First Lady of Nigeria and has been a prominent senator and advocate for social and women’s issues.
-
D.
Abubakar Tafawa Balewa
Abubakar Tafawa Balewa was Nigeria’s first Prime Minister, a key nationalist leader in the country’s independence movement, and a prominent statesman in early post-colonial Africa.
-
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: Atiku Abubakar (former member) Triple: [All Progressives Congress, hasNotableMember, Atiku Abubakar (former member)]
Generated description
Atiku Abubakar is a Nigerian politician and businessman who has served as Vice President of Nigeria and repeatedly contested for the country’s presidency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atiku Abubakar (former member) Target entity description: Atiku Abubakar is a Nigerian politician and businessman who has served as Vice President of Nigeria and repeatedly contested for the country’s presidency.
-
A.
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."
-
B.
Bola Tinubu
Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
-
C.
Oluremi Tinubu
Oluremi Tinubu is a Nigerian politician and former First Lady of Lagos State who serves as the First Lady of Nigeria and has been a prominent senator and advocate for social and women’s issues.
-
D.
Abubakar Tafawa Balewa
Abubakar Tafawa Balewa was Nigeria’s first Prime Minister, a key nationalist leader in the country’s independence movement, and a prominent statesman in early post-colonial Africa.
-
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
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_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_69afb68ebd0081908bb360872d559e1f |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb75ea498819089c79e63052e9696 |
completed | March 10, 2026, 6:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb83ba6dc8190931d691d3e354bd7 |
completed | March 10, 2026, 6:20 a.m. |
Created at: March 6, 2026, 9:55 p.m.