Triple

T8353198
Position Surface form Disambiguated ID Type / Status
Subject Patrice Talon E196611 entity
Predicate predecessor P97 FINISHED
Object Thomas Boni Yayi
Thomas Boni Yayi is a Beninese economist and politician who served as President of Benin from 2006 to 2016.
E733735 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: Thomas Boni Yayi | Statement: [Patrice Talon, predecessor, Thomas Boni Yayi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Boni Yayi
Context triple: [Patrice Talon, predecessor, Thomas Boni Yayi]
  • A. Blaise Compaoré
    Blaise Compaoré is a Burkinabé politician and former president of Burkina Faso, known for seizing power in a 1987 coup and later playing a prominent regional role as a mediator in West African conflicts.
  • B. Laurent Gbagbo
    Laurent Gbagbo is an Ivorian politician and former president of Côte d'Ivoire whose contested rule and refusal to cede power after elections played a central role in the country’s political crises and civil conflict.
  • C. Paul Biyoghé Mba
    Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
  • D. Bassirou Diomaye Faye
    Bassirou Diomaye Faye is a Senegalese politician and former tax inspector who rose from opposition activism to become the country’s president on a reformist, anti-corruption platform.
  • E. 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.
  • 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: Thomas Boni Yayi
Triple: [Patrice Talon, predecessor, Thomas Boni Yayi]
Generated description
Thomas Boni Yayi is a Beninese economist and politician who served as President of Benin from 2006 to 2016.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Boni Yayi
Target entity description: Thomas Boni Yayi is a Beninese economist and politician who served as President of Benin from 2006 to 2016.
  • A. Blaise Compaoré
    Blaise Compaoré is a Burkinabé politician and former president of Burkina Faso, known for seizing power in a 1987 coup and later playing a prominent regional role as a mediator in West African conflicts.
  • B. Laurent Gbagbo
    Laurent Gbagbo is an Ivorian politician and former president of Côte d'Ivoire whose contested rule and refusal to cede power after elections played a central role in the country’s political crises and civil conflict.
  • C. Paul Biyoghé Mba
    Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
  • D. Bassirou Diomaye Faye
    Bassirou Diomaye Faye is a Senegalese politician and former tax inspector who rose from opposition activism to become the country’s president on a reformist, anti-corruption platform.
  • E. 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.
  • 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_69ca82f08b348190bfb7881944bbff6f completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb804756088190a766e1a486ccfdff completed March 31, 2026, 8:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce1cfe284081909410e023c44c7472 completed April 2, 2026, 7:38 a.m.
NEDg Description generation batch_69ce1ea3aaf881909562b65cefb20089 completed April 2, 2026, 7:45 a.m.
NED2 Entity disambiguation (via description) batch_69ce1f8d748c81909b331ed822919447 completed April 2, 2026, 7:49 a.m.
Created at: March 30, 2026, 5:59 p.m.