Triple
T10247493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jean Eyeghé Ndong |
E240253
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Prime Minister Jean-François Ntoutoume Emane
Prime Minister Jean-François Ntoutoume Emane is a Gabonese politician who served as Prime Minister of Gabon in the early 2000s under President Omar Bongo.
|
E853689
|
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: Prime Minister Jean-François Ntoutoume Emane | Statement: [Jean Eyeghé Ndong, replaced, Prime Minister Jean-François Ntoutoume Emane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prime Minister Jean-François Ntoutoume Emane Context triple: [Jean Eyeghé Ndong, replaced, Prime Minister Jean-François Ntoutoume Emane]
-
A.
Paul Biyoghé Mba
Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
-
B.
Patrice Talon
Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
-
C.
Guillaume Soro
Guillaume Soro is an Ivorian politician and former rebel leader who served as prime minister and later speaker of the National Assembly, playing a central role in his country’s turbulent political and military crises.
-
D.
James Sirleaf
James Sirleaf was the husband of Ellen Johnson Sirleaf, the former president of Liberia and Africa’s first elected female head of state.
-
E.
Mahamadou Issoufou
Mahamadou Issoufou is a Nigerien politician who served as President of Niger from 2011 to 2021 and is recognized for his democratic leadership and governance reforms.
- 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: Prime Minister Jean-François Ntoutoume Emane Triple: [Jean Eyeghé Ndong, replaced, Prime Minister Jean-François Ntoutoume Emane]
Generated description
Prime Minister Jean-François Ntoutoume Emane is a Gabonese politician who served as Prime Minister of Gabon in the early 2000s under President Omar Bongo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prime Minister Jean-François Ntoutoume Emane Target entity description: Prime Minister Jean-François Ntoutoume Emane is a Gabonese politician who served as Prime Minister of Gabon in the early 2000s under President Omar Bongo.
-
A.
Paul Biyoghé Mba
Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
-
B.
Patrice Talon
Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
-
C.
Guillaume Soro
Guillaume Soro is an Ivorian politician and former rebel leader who served as prime minister and later speaker of the National Assembly, playing a central role in his country’s turbulent political and military crises.
-
D.
James Sirleaf
James Sirleaf was the husband of Ellen Johnson Sirleaf, the former president of Liberia and Africa’s first elected female head of state.
-
E.
Mahamadou Issoufou
Mahamadou Issoufou is a Nigerien politician who served as President of Niger from 2011 to 2021 and is recognized for his democratic leadership and governance reforms.
- 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_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d22e0d4c8190a6712859924e9d3d |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f7ade8448190830d950b7cee0c34 |
completed | April 9, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69d6fa303d4c8190b9f1c3addf7d8b09 |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6ff301d488190b18f1e02bbf1dada |
completed | April 9, 2026, 1:21 a.m. |
Created at: April 6, 2026, 11:27 a.m.