Triple
T2160187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prime Minister of Gabon |
E47981
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Paul Biyoghé Mba
Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
|
E251433
|
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: Paul Biyoghé Mba | Statement: [Prime Minister of Gabon, officeHoldersInclude, Paul Biyoghé Mba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Biyoghé Mba Context triple: [Prime Minister of Gabon, officeHoldersInclude, Paul Biyoghé Mba]
-
A.
Goukouni Oueddei
Goukouni Oueddei is a Chadian political and military leader who served as President of Chad in the early 1980s and played a key role in the country’s civil conflicts and relations with Libya.
-
B.
Paulin Obame-Nguema
Paulin Obame-Nguema was a Gabonese politician who served as a key government leader during the late 20th century, including a term as the country’s prime minister.
-
C.
Samuel Doe
Samuel Doe was a Liberian military officer-turned-president whose authoritarian rule and eventual overthrow played a central role in triggering the First Liberian Civil War.
-
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.
Patrice Talon
Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
- 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: Paul Biyoghé Mba Triple: [Prime Minister of Gabon, officeHoldersInclude, Paul Biyoghé Mba]
Generated description
Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Biyoghé Mba Target entity description: Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
-
A.
Goukouni Oueddei
Goukouni Oueddei is a Chadian political and military leader who served as President of Chad in the early 1980s and played a key role in the country’s civil conflicts and relations with Libya.
-
B.
Paulin Obame-Nguema
Paulin Obame-Nguema was a Gabonese politician who served as a key government leader during the late 20th century, including a term as the country’s prime minister.
-
C.
Samuel Doe
Samuel Doe was a Liberian military officer-turned-president whose authoritarian rule and eventual overthrow played a central role in triggering the First Liberian Civil War.
-
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.
Patrice Talon
Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
- 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_69a88a1d1fd8819088b34990d69a712f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe8894d481908eda9363fd36fea6 |
completed | March 7, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71af0fa081909dd4b2a7452623da |
completed | March 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69ae728e46608190b4192519c705bc32 |
completed | March 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae72ff572081909b7c4aebb9e26180 |
completed | March 9, 2026, 7:13 a.m. |
Created at: March 4, 2026, 7:45 p.m.