Triple
T2719329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Action Congress of Nigeria |
E60043
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
Nuhu Ribadu
Nuhu Ribadu is a Nigerian lawyer, former head of the Economic and Financial Crimes Commission (EFCC), and prominent anti-corruption crusader who later became a key opposition political figure.
|
E316627
|
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: Nuhu Ribadu | Statement: [Action Congress of Nigeria, notableLeader, Nuhu Ribadu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nuhu Ribadu Context triple: [Action Congress of Nigeria, notableLeader, Nuhu Ribadu]
-
A.
Bola Tinubu
Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
-
B.
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.
-
C.
Atiku Abubakar
Atiku Abubakar is a Nigerian politician and businessman who served as Vice President of Nigeria from 1999 to 2007 and has been a prominent, recurrent presidential contender.
-
D.
Goodluck Jonathan
Goodluck Jonathan is a Nigerian politician who served as President of Nigeria from 2010 to 2015, a period marked by significant security challenges and political reforms.
-
E.
Bukola Saraki
Bukola Saraki is a Nigerian politician and former governor of Kwara State who served as President of the Nigerian Senate from 2015 to 2019.
- 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: Nuhu Ribadu Triple: [Action Congress of Nigeria, notableLeader, Nuhu Ribadu]
Generated description
Nuhu Ribadu is a Nigerian lawyer, former head of the Economic and Financial Crimes Commission (EFCC), and prominent anti-corruption crusader who later became a key opposition political figure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nuhu Ribadu Target entity description: Nuhu Ribadu is a Nigerian lawyer, former head of the Economic and Financial Crimes Commission (EFCC), and prominent anti-corruption crusader who later became a key opposition political figure.
-
A.
Bola Tinubu
Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
-
B.
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.
-
C.
Atiku Abubakar
Atiku Abubakar is a Nigerian politician and businessman who served as Vice President of Nigeria from 1999 to 2007 and has been a prominent, recurrent presidential contender.
-
D.
Goodluck Jonathan
Goodluck Jonathan is a Nigerian politician who served as President of Nigeria from 2010 to 2015, a period marked by significant security challenges and political reforms.
-
E.
Bukola Saraki
Bukola Saraki is a Nigerian politician and former governor of Kwara State who served as President of the Nigerian Senate from 2015 to 2019.
- 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_69b108c5319481909d3e1a237c3f661e |
completed | March 11, 2026, 6:16 a.m. |
| NEDg | Description generation | batch_69b10d0e1b80819088ebfb828991dd15 |
completed | March 11, 2026, 6:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10d888900819086fbefe5807afb3e |
completed | March 11, 2026, 6:36 a.m. |
Created at: March 6, 2026, 9:55 p.m.