Triple
T5410001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | First Ivorian Civil War |
E120990
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object |
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.
|
E520962
|
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: Guillaume Soro | Statement: [First Ivorian Civil War, keyFigure, Guillaume Soro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guillaume Soro Context triple: [First Ivorian Civil War, keyFigure, Guillaume Soro]
-
A.
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.
-
B.
Patrice Talon
Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
-
C.
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.
-
D.
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.
-
E.
Abdoulaye Wade
Abdoulaye Wade is a Senegalese politician and lawyer who served as President of Senegal from 2000 to 2012 and played a prominent role in the country’s political liberalization and infrastructure development.
- 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: Guillaume Soro Triple: [First Ivorian Civil War, keyFigure, Guillaume Soro]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guillaume Soro Target entity description: 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.
-
A.
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.
-
B.
Patrice Talon
Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
-
C.
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.
-
D.
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.
-
E.
Abdoulaye Wade
Abdoulaye Wade is a Senegalese politician and lawyer who served as President of Senegal from 2000 to 2012 and played a prominent role in the country’s political liberalization and infrastructure development.
- 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_69bd463a41cc8190b32ff5af2b96ca93 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8796a420819092c1771407cd1a5d |
completed | March 20, 2026, 5:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf411f8f3c81908ca8578a388261c6 |
completed | March 22, 2026, 1:08 a.m. |
| NEDg | Description generation | batch_69bf42ef2484819088905be590e0399a |
completed | March 22, 2026, 1:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf43732118819099eee5dcae3715dc |
completed | March 22, 2026, 1:18 a.m. |
Created at: March 20, 2026, 2:05 p.m.