Triple

T2160193
Position Surface form Disambiguated ID Type / Status
Subject Prime Minister of Gabon E47981 entity
Predicate officeHoldersInclude P537 FINISHED
Object Alain-Claude Bilie-By-Nze
Alain-Claude Bilie-By-Nze is a Gabonese politician who has served in several high-ranking government positions, including as Prime Minister.
 E241645 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: Alain-Claude Bilie-By-Nze | Statement: [Prime Minister of Gabon, officeHoldersInclude, Alain-Claude Bilie-By-Nze]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alain-Claude Bilie-By-Nze
Context triple: [Prime Minister of Gabon, officeHoldersInclude, Alain-Claude Bilie-By-Nze]
  • A. Jean Eyeghé Ndong
    Jean Eyeghé Ndong is a Gabonese politician who served as Prime Minister and has been a prominent figure in the country’s political landscape.
  • B. Philomé Obin
    Philomé Obin was a prominent Haitian painter and leading figure of the Cap-Haïtien school, renowned for his detailed historical and religious scenes that helped define 20th-century Haitian art.
  • C. 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.
  • D. Yvonne Zima
    Yvonne Zima is an American actress known for her work as a child performer in films and television, including notable roles in 1990s thrillers and popular TV dramas.
  • E. Pi’erre Bourne
    Pi’erre Bourne is an American record producer and rapper best known for his atmospheric, melodic trap beats and frequent collaborations with artists like Playboi Carti.
  • 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: Alain-Claude Bilie-By-Nze
Triple: [Prime Minister of Gabon, officeHoldersInclude, Alain-Claude Bilie-By-Nze]
Generated description
Alain-Claude Bilie-By-Nze is a Gabonese politician who has served in several high-ranking government positions, including as Prime Minister.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alain-Claude Bilie-By-Nze
Target entity description: Alain-Claude Bilie-By-Nze is a Gabonese politician who has served in several high-ranking government positions, including as Prime Minister.
  • A. Jean Eyeghé Ndong
    Jean Eyeghé Ndong is a Gabonese politician who served as Prime Minister and has been a prominent figure in the country’s political landscape.
  • B. Philomé Obin
    Philomé Obin was a prominent Haitian painter and leading figure of the Cap-Haïtien school, renowned for his detailed historical and religious scenes that helped define 20th-century Haitian art.
  • C. 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.
  • D. Yvonne Zima
    Yvonne Zima is an American actress known for her work as a child performer in films and television, including notable roles in 1990s thrillers and popular TV dramas.
  • E. Pi’erre Bourne
    Pi’erre Bourne is an American record producer and rapper best known for his atmospheric, melodic trap beats and frequent collaborations with artists like Playboi Carti.
  • 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_69ae5d98286c8190a6890e2c7daa10b5 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea4edcc81908829e4bd64ce0aea completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.