data(fallacies): FR clarity + cascade drift infrastructure (gpt-5.5)

Generation/Converters/Argumentum.AssetConverter/DatasetUpdater/DatasetUpdaterRootConfig.cs

@@ -1747,6 +1747,280 @@ public async Task Apply(AssetConverterConfig config)
 				MaxGroupItemNb = 12,
 				WriteOneTargetFileByField = false,
 				MaxChildren = 8
+			},
+			new DatasetUpdaterConfig()
+			{
+				Enabled = false,
+				Name = "Scenarii FR clarity review gpt-5.5",
+				SourceDataset = KnownDataSets.Scenarii,
+				FieldsToInclude = new List<string>()
+				{
+					"path",
+					"titre",
+					"contexte",
+					"enjeu",
+					"suggestion",
+				},
+				FieldsToUpdate = new List<string>()
+				{
+					"titre",
+					"contexte",
+					"enjeu",
+					"suggestion",
+				},
+				PrimaryField = "path",
+				TargetPath = @".\Target\Datasets\Argumentum Scenarii - Cards.csv",
+				SystemPromptPath = PromptsRootPath + "PromptGeneralSystem.txt",
+				DialogPrompts = new List<PromptExample>()
+				{
+					new PromptExample()
+					{
+						UserPromptPath = PromptsRootPath + "PromptScenariiFrClarityUser.txt",
+						AssistantAnswerPath = PromptsRootPath + "PromptScenariiFrClarityAssistant.txt"
+					}
+				},
+				Model = "gpt-5.5",
+				MaxOutputTokens = 8192,
+				MaxTokensPerMinute = 300000,
+				DivisionMode = DivisionMode.SequentialChunks,
+				PKHierarchicalChar = '.',
+				PKHierarchyLevel = 1,
+				ChunkSize = 12,
+				UseFunctionCalling = true,
+				NbMessageCalls = 1,
+				SkipChunkNb = 0,
+				TakeChunkNb = -1,
+				SelectEmptyTargets = false,
+				RandomizeChunks = false,
+				MaxDegreeOfParallelismWebService = 1,
+				CompareMode = false,
+				AutoCompare = false,
+				MaxGroupItemNb = 12,
+				WriteOneTargetFileByField = false,
+				MaxChildren = 8
+			},
+			new DatasetUpdaterConfig()
+			{
+				Enabled = false,
+				Name = "Scenarii cascade drift remap gpt-5.5",
+				SourceDataset = KnownDataSets.Scenarii,
+				FieldsToInclude = new List<string>()
+				{
+					"path",
+					"titre","contexte","enjeu","suggestion",
+					"title","context","issue","suggestion",
+					"title_ru","context_ru","issue_ru","suggestion_ru",
+					"title_pt","context_pt","issue_pt","suggestion_pt",
+					"title_es","context_es","issue_es","suggestion_es",
+					"title_ar","context_ar","issue_ar","suggestion_ar",
+					"title_fa","context_fa","issue_fa","suggestion_fa",
+					"title_zh","context_zh","issue_zh","suggestion_zh",
+				},
+				FieldsToUpdate = new List<string>()
+				{
+					"title","context","issue","suggestion",
+					"title_ru","context_ru","issue_ru","suggestion_ru",
+					"title_pt","context_pt","issue_pt","suggestion_pt",
+					"title_es","context_es","issue_es","suggestion_es",
+					"title_ar","context_ar","issue_ar","suggestion_ar",
+					"title_fa","context_fa","issue_fa","suggestion_fa",
+					"title_zh","context_zh","issue_zh","suggestion_zh",
+				},
+				PrimaryField = "path",
+				TargetPath = @".\Target\Datasets\Argumentum Scenarii - Cards.csv",
+				SystemPromptPath = PromptsRootPath + "PromptGeneralSystem.txt",
+				DialogPrompts = new List<PromptExample>()
+				{
+					new PromptExample()
+					{
+						UserPromptPath = PromptsRootPath + "PromptScenariiCascadeDriftUser.txt",
+						AssistantAnswerPath = PromptsRootPath + "PromptScenariiCascadeDriftAssistant.txt"
+					}
+				},
+				Model = "gpt-5.5",
+				MaxOutputTokens = 8192,
+				MaxTokensPerMinute = 300000,
+				DivisionMode = DivisionMode.SequentialChunks,
+				PKHierarchicalChar = '.',
+				PKHierarchyLevel = 3,
+				ChunkSize = 12,
+				UseFunctionCalling = true,
+				NbMessageCalls = 1,
+				SkipChunkNb = 0,
+				TakeChunkNb = 1,
+				SelectEmptyTargets = false,
+				RandomizeChunks = false,
+				MaxDegreeOfParallelismWebService = 1,
+				CompareMode = false,
+				AutoCompare = false,
+				MaxGroupItemNb = 12,
+				WriteOneTargetFileByField = false,
+				MaxChildren = 8
+			},
+			new DatasetUpdaterConfig()
+			{
+				Enabled = true,
+				Name = "Fallacies FR clarity review gpt-5.5",
+				SourceDataset = KnownDataSets.FallaciesTaxonomy,
+				FieldsToInclude = new List<string>()
+				{
+					"path",
+					"text_fr",
+					"desc_fr",
+					"example_fr",
+				},
+				FieldsToUpdate = new List<string>()
+				{
+					"text_fr",
+					"desc_fr",
+					"example_fr",
+				},
+				PrimaryField = "path",
+				TargetPath = @".\Target\Datasets\Argumentum Fallacies - Taxonomy.csv",
+				SystemPromptPath = PromptsRootPath + "PromptGeneralSystem.txt",
+				DialogPrompts = new List<PromptExample>()
+				{
+					new PromptExample()
+					{
+						UserPromptPath = PromptsRootPath + "PromptFallaciesFrClarityUser.txt",
+						AssistantAnswerPath = PromptsRootPath + "PromptFallaciesFrClarityAssistant.txt"
+					}
+				},
+				Model = "gpt-5.5",
+				MaxOutputTokens = 8192,
+				MaxTokensPerMinute = 300000,
+				DivisionMode = DivisionMode.PKHierarchicalChar,
+				PKHierarchicalChar = '.',
+				PKHierarchyLevel = 2,
+				ChunkSize = 4,
+				UseFunctionCalling = true,
+				NbMessageCalls = 1,
+				SkipChunkNb = 0,
+				TakeChunkNb = -1,
+				SelectEmptyTargets = false,
+				RandomizeChunks = false,
+				MaxDegreeOfParallelismWebService = 1,
+				CompareMode = false,
+				AutoCompare = false,
+				MaxGroupItemNb = 12,
+				WriteOneTargetFileByField = false,
+				MaxChildren = 20
+			},
+			new DatasetUpdaterConfig()
+			{
+				Enabled = false,
+				Name = "Fallacies cascade drift remap gpt-5.5",
+				SourceDataset = KnownDataSets.FallaciesTaxonomy,
+				FieldsToInclude = new List<string>()
+				{
+					"path",
+					"text_fr","desc_fr","example_fr",
+					"text_en","desc_en","example_en",
+					"text_ru","desc_ru","example_ru",
+					"text_pt","desc_pt","example_pt",
+					"text_es","desc_es","example_es",
+					"text_ar","desc_ar","example_ar",
+					"text_fa","desc_fa","example_fa",
+					"text_zh","desc_zh","example_zh",
+				},
+				FieldsToUpdate = new List<string>()
+				{
+					"text_en","desc_en","example_en",
+					"text_ru","desc_ru","example_ru",
+					"text_pt","desc_pt","example_pt",
+					"text_es","desc_es","example_es",
+					"text_ar","desc_ar","example_ar",
+					"text_fa","desc_fa","example_fa",
+					"text_zh","desc_zh","example_zh",
+				},
+				PrimaryField = "path",
+				TargetPath = @".\Target\Datasets\Argumentum Fallacies - Taxonomy.csv",
+				SystemPromptPath = PromptsRootPath + "PromptGeneralSystem.txt",
+				DialogPrompts = new List<PromptExample>()
+				{
+					new PromptExample()
+					{
+						UserPromptPath = PromptsRootPath + "PromptFallaciesCascadeDriftUser.txt",
+						AssistantAnswerPath = PromptsRootPath + "PromptFallaciesCascadeDriftAssistant.txt"
+					}
+				},
+				Model = "gpt-5.5",
+				MaxOutputTokens = 8192,
+				MaxTokensPerMinute = 300000,
+				DivisionMode = DivisionMode.PKHierarchicalChar,
+				PKHierarchicalChar = '.',
+				PKHierarchyLevel = 2,
+				ChunkSize = 4,
+				UseFunctionCalling = true,
+				NbMessageCalls = 1,
+				SkipChunkNb = 0,
+				TakeChunkNb = 1,
+				SelectEmptyTargets = false,
+				RandomizeChunks = false,
+				MaxDegreeOfParallelismWebService = 1,
+				CompareMode = false,
+				AutoCompare = false,
+				MaxGroupItemNb = 12,
+				WriteOneTargetFileByField = false,
+				MaxChildren = 20
+			},
+			new DatasetUpdaterConfig()
+			{
+				Enabled = false,
+				Name = "Scenarii cascade drift remap gpt-5.5",
+				SourceDataset = KnownDataSets.Scenarii,
+				FieldsToInclude = new List<string>()
+				{
+					"path",
+					"titre","contexte","enjeu","suggestion",
+					"title","context","issue","suggestion",
+					"title_ru","context_ru","issue_ru","suggestion_ru",
+					"title_pt","context_pt","issue_pt","suggestion_pt",
+					"title_es","context_es","issue_es","suggestion_es",
+					"title_ar","context_ar","issue_ar","suggestion_ar",
+					"title_fa","context_fa","issue_fa","suggestion_fa",
+					"title_zh","context_zh","issue_zh","suggestion_zh",
+				},
+				FieldsToUpdate = new List<string>()
+				{
+					"title","context","issue","suggestion",
+					"title_ru","context_ru","issue_ru","suggestion_ru",
+					"title_pt","context_pt","issue_pt","suggestion_pt",
+					"title_es","context_es","issue_es","suggestion_es",
+					"title_ar","context_ar","issue_ar","suggestion_ar",
+					"title_fa","context_fa","issue_fa","suggestion_fa",
+					"title_zh","context_zh","issue_zh","suggestion_zh",
+				},
+				PrimaryField = "path",
+				TargetPath = @".\Target\Datasets\Argumentum Scenarii - Cards.csv",
+				SystemPromptPath = PromptsRootPath + "PromptGeneralSystem.txt",
+				DialogPrompts = new List<PromptExample>()
+				{
+					new PromptExample()
+					{
+						UserPromptPath = PromptsRootPath + "PromptScenariiCascadeDriftUser.txt",
+						AssistantAnswerPath = PromptsRootPath + "PromptScenariiCascadeDriftAssistant.txt"
+					}
+				},
+				Model = "gpt-5.5",
+				MaxOutputTokens = 8192,
+				MaxTokensPerMinute = 300000,
+				DivisionMode = DivisionMode.PKHierarchicalChar,
+				PKHierarchicalChar = '.',
+				PKHierarchyLevel = 2,
+				ChunkSize = 4,
+				UseFunctionCalling = true,
+				NbMessageCalls = 1,
+				SkipChunkNb = 0,
+				TakeChunkNb = -1,
+				SelectEmptyTargets = false,
+				RandomizeChunks = false,
+				MaxDegreeOfParallelismWebService = 1,
+				CompareMode = false,
+				AutoCompare = false,
+				MaxGroupItemNb = 12,
+				WriteOneTargetFileByField = false,
+				MaxChildren = 8
 			}
 		};
 }

Generation/Converters/Argumentum.AssetConverter/DatasetUpdater/Resources/PromptFallaciesCascadeDriftAssistant.txt

@@ -0,0 +1 @@
+I'll compare each translation against the French text. If changes are needed to match the French reference, I'll call UpdateRecord for the affected language fields. If the translation is already accurate, I'll skip it.

Generation/Converters/Argumentum.AssetConverter/DatasetUpdater/Resources/PromptFallaciesCascadeDriftUser.txt

@@ -0,0 +1,18 @@
+You are updating translations of French fallacy taxonomy texts for "Argumentum: L'école des menteurs". The French text (text_fr, desc_fr, example_fr) has been revised and is the reference. Your task: review the translations for each language and update them to match the French text.
+
+IMPORTANT:
+- Compare each translation against the French fields
+- If the French text is unchanged and the translation is already accurate, do NOT call UpdateRecord — skip it
+- Preserve technical logical fallacy names accurately in each language
+- Keep the hierarchical context (famille → sous-famille → sous-sous-famille)
+- EN: impersonal style (infinitive/gerund, no "you")
+- RU/PT/ES/AR/FA/ZH: mirror the French "Vous" style (formal register in 2nd person)
+
+Target language fields to update (7 languages × 3 fields):
+- EN: text_en, desc_en, example_en
+- RU: text_ru, desc_ru, example_ru
+- PT: text_pt, desc_pt, example_pt
+- ES: text_es, desc_es, example_es
+- AR: text_ar, desc_ar, example_ar
+- FA: text_fa, desc_fa, example_fa
+- ZH: text_zh, desc_zh, example_zh

Generation/Converters/Argumentum.AssetConverter/DatasetUpdater/Resources/PromptFallaciesFrClarityAssistant.txt

@@ -0,0 +1 @@
+I'll review each French fallacy text for clarity. If the text needs improvement, I'll call UpdateRecord with the revised version. If it's already clear and well-written, I'll skip it.

Generation/Converters/Argumentum.AssetConverter/DatasetUpdater/Resources/PromptFallaciesFrClarityUser.txt

@@ -0,0 +1,17 @@
+You are reviewing French fallacy taxonomy text for "Argumentum: L'école des menteurs". Your task: improve the clarity and readability of the French text while preserving the exact meaning.
+
+IMPORTANT RULES:
+- Use "Vous" (formal) for second person — never "tu"
+- Keep technical terms precise (logical fallacy names should remain accurate)
+- Simplify overly complex sentences without losing nuance
+- Preserve the hierarchical structure context (famille → sous-famille → sous-sous-famille)
+- Do NOT change the meaning — only improve clarity and style
+- If the text is already clear and well-written, do NOT call UpdateRecord — skip it
+
+Target fields to review:
+- text_fr: Fallacy name (keep concise, recognizable)
+- desc_fr: Description (clear, educational, use "Vous" when applicable)
+- example_fr: Example (concrete, vivid, easy to understand)
+- link_fr: Keep as-is unless clearly broken
+
+For each record, review the French fields. If improvements are needed, call UpdateRecord with the improved text.