Triple
T2712819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boko Haram insurgency |
E59900
|
entity |
| Predicate | hasParticipant |
P149
|
FINISHED |
| Object |
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.
|
E292123
|
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: Goodluck Jonathan | Statement: [Boko Haram insurgency, hasParticipant, Goodluck Jonathan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goodluck Jonathan Context triple: [Boko Haram insurgency, hasParticipant, Goodluck Jonathan]
-
A.
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.
-
B.
Bola Tinubu
Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
-
C.
Muhammadu Buhari
Muhammadu Buhari is a Nigerian politician and retired major general who served as the President of Nigeria from 2015 to 2023.
-
D.
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."
-
E.
Michael Taiwo Akinkunmi
Michael Taiwo Akinkunmi was a Nigerian civil servant and student best known for creating the design of Nigeria’s national flag.
- 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: Goodluck Jonathan Triple: [Boko Haram insurgency, hasParticipant, Goodluck Jonathan]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Goodluck Jonathan Target entity description: 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.
-
A.
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.
-
B.
Bola Tinubu
Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
-
C.
Muhammadu Buhari
Muhammadu Buhari is a Nigerian politician and retired major general who served as the President of Nigeria from 2015 to 2023.
-
D.
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."
-
E.
Michael Taiwo Akinkunmi
Michael Taiwo Akinkunmi was a Nigerian civil servant and student best known for creating the design of Nigeria’s national flag.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda90d5a88190bcb6caefd8f2dd1b |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb68552848190ad2e615e16716fa1 |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb74d9f4c8190b6b3f568babfb7b5 |
completed | March 10, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb7c2b9d08190bce599c364d809b7 |
completed | March 10, 2026, 6:18 a.m. |
Created at: March 6, 2026, 9:55 p.m.