Triple
T2160191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prime Minister of Gabon |
E47981
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Julien Nkoghe Bekale
Julien Nkoghe Bekale is a Gabonese politician who served as Prime Minister of Gabon in the late 2010s.
|
E254991
|
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: Julien Nkoghe Bekale | Statement: [Prime Minister of Gabon, officeHoldersInclude, Julien Nkoghe Bekale]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julien Nkoghe Bekale Context triple: [Prime Minister of Gabon, officeHoldersInclude, Julien Nkoghe Bekale]
-
A.
Léon Mébiame
Léon Mébiame was a Gabonese politician who served for many years as a key government leader during the long rule of President Omar Bongo.
-
B.
David Ndesandjo
David Ndesandjo is a Chinese-based American businessman, musician, and author best known as a half-brother of former U.S. President Barack Obama.
-
C.
Emmanuel Issoze-Ngondet
Emmanuel Issoze-Ngondet was a Gabonese politician and diplomat who served as Prime Minister and previously held several ministerial and ambassadorial posts.
-
D.
Raymond Ndong Sima
Raymond Ndong Sima is a Gabonese politician who has served as prime minister and played a prominent role in the country’s national governance.
-
E.
Casimir Oyé-Mba
Casimir Oyé-Mba was a Gabonese politician and economist who served in several high-level government positions, including as Prime Minister, and was influential in the country’s political and financial sectors.
- 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: Julien Nkoghe Bekale Triple: [Prime Minister of Gabon, officeHoldersInclude, Julien Nkoghe Bekale]
Generated description
Julien Nkoghe Bekale is a Gabonese politician who served as Prime Minister of Gabon in the late 2010s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julien Nkoghe Bekale Target entity description: Julien Nkoghe Bekale is a Gabonese politician who served as Prime Minister of Gabon in the late 2010s.
-
A.
Léon Mébiame
Léon Mébiame was a Gabonese politician who served for many years as a key government leader during the long rule of President Omar Bongo.
-
B.
David Ndesandjo
David Ndesandjo is a Chinese-based American businessman, musician, and author best known as a half-brother of former U.S. President Barack Obama.
-
C.
Emmanuel Issoze-Ngondet
Emmanuel Issoze-Ngondet was a Gabonese politician and diplomat who served as Prime Minister and previously held several ministerial and ambassadorial posts.
-
D.
Raymond Ndong Sima
Raymond Ndong Sima is a Gabonese politician who has served as prime minister and played a prominent role in the country’s national governance.
-
E.
Casimir Oyé-Mba
Casimir Oyé-Mba was a Gabonese politician and economist who served in several high-level government positions, including as Prime Minister, and was influential in the country’s political and financial sectors.
- 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_69ae893ade888190980001116e10c874 |
completed | March 9, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69ae8ace309c8190b57426d1449de723 |
completed | March 9, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8b56d8548190aa6a99f3f7d99c3e |
completed | March 9, 2026, 8:56 a.m. |
Created at: March 4, 2026, 7:45 p.m.