diff --git "a/test.jsonl" "b/test.jsonl" new file mode 100644--- /dev/null +++ "b/test.jsonl" @@ -0,0 +1,36 @@ +{"messages": [{"role": "system", "content": "You are a technical guide helping people implement and build around Kwanzaa principles and cultural practices. Use practical, implementation-focused language.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Coates, T. (2014) — The Case for Reparations\nRelevance Score: 0.58\nSource: The Atlantic (2014)\nContent: [Content that is tangentially related but doesn't answer the specific question]\nURL: https://www.theatlantic.com/magazine/archive/2014/06/the-case-for-reparations/361631/\n\nQuery: What is the correlation between education and Kwanzaa adoption?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"builder\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"I cannot perform this analysis because my corpus lacks the quantitative datasets required.- Consulting academic databases for contemporary research\\n- Information about Kwanzaa's principles and traditions\\n\\n\\nWhat I can help you with:\\n- Historical context and foundational knowledge\",\n \"confidence\": 0.9104209584350926,\n \"tone\": \"formal\",\n \"completeness\": \"insufficient_data\"\n },\n \"sources\": [],\n \"retrieval_summary\": {\n \"query\": \"What is the correlation between education and Kwanzaa adoption?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.5794613127915826,\n \"chunk_id\": \"coates_case_for_reparations::chunk::1\",\n \"doc_id\": \"coates_case_for_reparations\",\n \"namespace\": \"kwanzaa_secondary_sources\",\n \"content\": \"[Content that is tangentially related but doesn't answer the specific question]\",\n \"metadata\": {\n \"citation_label\": \"Coates, T. (2014) — The Case for Reparations\",\n \"canonical_url\": \"https://www.theatlantic.com/magazine/archive/2014/06/the-case-for-reparations/361631/\",\n \"source_org\": \"The Atlantic\",\n \"year\": 2014,\n \"content_type\": \"essay\",\n \"license\": \"Fair Use\",\n \"tags\": [\n \"reparations\",\n \"housing_discrimination\",\n \"economic_justice\",\n \"essay\"\n ]\n }\n }\n ],\n \"execution_time_ms\": 177\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [\n \"Data type required for quantitative_analysis\",\n \"Contemporary or real-time information\"\n ],\n \"clarifying_questions\": [\n \"Are you interested in historical context instead?\",\n \"Would information about Kwanzaa's principles be helpful?\"\n ],\n \"out_of_scope\": [\n \"Quantitative Analysis\"\n ]\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": false,\n \"retrieval_confidence\": \"low\",\n \"fallback_behavior\": \"refusal\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] George Washington Carver — Black Inventor\nRelevance Score: 0.92\nSource: Wikipedia (None)\nContent: Carver developed over 300 uses for peanuts and revolutionized agriculture in the American South.\nURL: https://upload.wikimedia.org/wikipedia/commons/9/9c/George_Washington_Carver_c1910_-_Restoration.jpg\n\nQuery: Who invented peanut butter?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"George Washington Carver Carver developed over 300 uses for peanuts and revolutionized agriculture in the American South.\",\n \"confidence\": 0.92,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"George Washington Carver — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/9/9c/George_Washington_Carver_c1910_-_Restoration.jpg\",\n \"source_org\": \"Wikipedia\",\n \"year\": null,\n \"content_type\": \"biographical\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_inventors\",\n \"doc_id\": \"inventor_george_washington_carver\",\n \"chunk_id\": \"inventor_george_washington_carver_bio\",\n \"tags\": [\n \"inventor\",\n \"innovation\",\n \"african_american_history\"\n ],\n \"relevance_score\": 0.92\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"Who invented peanut butter?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_inventors\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.92,\n \"snippet\": \"Carver developed over 300 uses for peanuts and revolutionized agriculture in the American South....\",\n \"citation_label\": \"George Washington Carver — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/9/9c/George_Washington_Carver_c1910_-_Restoration.jpg\",\n \"doc_id\": \"inventor_george_washington_carver\",\n \"chunk_id\": \"inventor_george_washington_carver_bio\",\n \"namespace\": \"kwanzaa_inventors\"\n }\n ],\n \"execution_time_ms\": 245\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-21T06:06:42Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a technical guide helping people implement and build around Kwanzaa principles and cultural practices. Use practical, implementation-focused language.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Davis, A. (1974) — Angela Davis: An Autobiography\nRelevance Score: 0.90\nSource: Internet Archive (1974)\nContent: [Generated content from Davis, A. (1974) — Angela Davis: An Autobiography that would provide factual information to answer the query.]\nURL: https://archive.org/details/angeladavisautob00davi\n\nQuery: What perspectives are presented in Davis, A. (1974)?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"builder\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[This answer would synthesize information from the sources to address: What perspectives are presented in Davis, A. (1974)?. It would cite sources using bracket notation: [1]. The response would be grounded in the retrieved context and maintain scholarly accuracy while matching the builder persona's tone and style.]\",\n \"confidence\": 0.8779330718065568,\n \"tone\": \"conversational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Davis, A. (1974) — Angela Davis: An Autobiography\",\n \"canonical_url\": \"https://archive.org/details/angeladavisautob00davi\",\n \"source_org\": \"Internet Archive\",\n \"year\": 1974,\n \"content_type\": \"autobiography\",\n \"license\": \"Fair Use\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"angela_davis_autobiography\",\n \"chunk_id\": \"angela_davis_autobiography::chunk::1\",\n \"tags\": [\n \"angela_davis\",\n \"black_power\",\n \"prison_abolition\",\n \"autobiography\"\n ],\n \"relevance_score\": 0.9\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What perspectives are presented in Davis, A. (1974)?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.9,\n \"snippet\": \"[Generated content from Davis, A. (1974) — Angela Davis: An Autobiography that would provide factual...\",\n \"citation_label\": \"Davis, A. (1974) — Angela Davis: An Autobiography\",\n \"canonical_url\": \"https://archive.org/details/angeladavisautob00davi\",\n \"doc_id\": \"angela_davis_autobiography\",\n \"chunk_id\": \"angela_davis_autobiography::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 235\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Lonnie Johnson — Black Inventor\nRelevance Score: 0.92\nSource: Wikipedia (None)\nContent: Johnson, a NASA engineer, invented the Super Soaker becoming one of the most popular toys ever.\nURL: https://upload.wikimedia.org/wikipedia/commons/3/3a/Lonnie_Johnson_2010.jpg\n\nQuery: Who invented the Super Soaker water gun?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"Lonnie Johnson Johnson, a NASA engineer, invented the Super Soaker becoming one of the most popular toys ever.\",\n \"confidence\": 0.92,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Lonnie Johnson — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/3/3a/Lonnie_Johnson_2010.jpg\",\n \"source_org\": \"Wikipedia\",\n \"year\": null,\n \"content_type\": \"biographical\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_inventors\",\n \"doc_id\": \"inventor_lonnie_johnson\",\n \"chunk_id\": \"inventor_lonnie_johnson_bio\",\n \"tags\": [\n \"inventor\",\n \"innovation\",\n \"african_american_history\"\n ],\n \"relevance_score\": 0.92\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"Who invented the Super Soaker water gun?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_inventors\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.92,\n \"snippet\": \"Johnson, a NASA engineer, invented the Super Soaker becoming one of the most popular toys ever....\",\n \"citation_label\": \"Lonnie Johnson — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/3/3a/Lonnie_Johnson_2010.jpg\",\n \"doc_id\": \"inventor_lonnie_johnson\",\n \"chunk_id\": \"inventor_lonnie_johnson_bio\",\n \"namespace\": \"kwanzaa_inventors\"\n }\n ],\n \"execution_time_ms\": 245\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-21T06:06:42Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a creative guide helping people explore Kwanzaa and Black cultural traditions. Use conversational, engaging language that celebrates creativity and cultural expression.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Query: What happened at the 2025 Kwanzaa celebration in New York?\n\nNo relevant documents were retrieved from the corpus."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"creator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"I cannot provide information about recent events because my corpus focuses on historical documents and foundational cultural materials.- Historical context and foundational knowledge\\n- Primary source materials from the corpus\\n- Checking recent news sources\\n- Contacting relevant organizations directly\",\n \"confidence\": 0.9442980401255895,\n \"tone\": \"formal\",\n \"completeness\": \"insufficient_data\"\n },\n \"sources\": [],\n \"retrieval_summary\": {\n \"query\": \"What happened at the 2025 Kwanzaa celebration in New York?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [],\n \"execution_time_ms\": 164\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [\n \"Data type required for contemporary_event\",\n \"Contemporary or real-time information\"\n ],\n \"clarifying_questions\": [\n \"Are you interested in historical context instead?\",\n \"Would information about Kwanzaa's principles be helpful?\"\n ],\n \"out_of_scope\": [\n \"Contemporary Event\"\n ]\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": false,\n \"retrieval_confidence\": \"none\",\n \"fallback_behavior\": \"refusal\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Patricia Bath — Black Inventor\nRelevance Score: 0.92\nSource: Wikipedia (None)\nContent: Dr. Bath was the first African American woman doctor receiving a medical patent for pioneering laser surgery.\nURL: https://upload.wikimedia.org/wikipedia/commons/7/7e/Dr._Patricia_Bath.jpg\n\nQuery: Who developed the first successful laser cataract surgery technique?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"Patricia Bath Dr. Bath was the first African American woman doctor receiving a medical patent for pioneering laser surgery.\",\n \"confidence\": 0.92,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Patricia Bath — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/7/7e/Dr._Patricia_Bath.jpg\",\n \"source_org\": \"Wikipedia\",\n \"year\": null,\n \"content_type\": \"biographical\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_inventors\",\n \"doc_id\": \"inventor_patricia_bath\",\n \"chunk_id\": \"inventor_patricia_bath_bio\",\n \"tags\": [\n \"inventor\",\n \"innovation\",\n \"african_american_history\"\n ],\n \"relevance_score\": 0.92\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"Who developed the first successful laser cataract surgery technique?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_inventors\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.92,\n \"snippet\": \"Dr. Bath was the first African American woman doctor receiving a medical patent for pioneering laser...\",\n \"citation_label\": \"Patricia Bath — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/7/7e/Dr._Patricia_Bath.jpg\",\n \"doc_id\": \"inventor_patricia_bath\",\n \"chunk_id\": \"inventor_patricia_bath_bio\",\n \"namespace\": \"kwanzaa_inventors\"\n }\n ],\n \"execution_time_ms\": 245\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-21T06:06:42Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Hamer, F.L. (1964) — Democratic National Convention Testimony\nRelevance Score: 0.90\nSource: Library of Congress (1964)\nContent: [Generated content from Hamer, F.L. (1964) — Democratic National Convention Testimony that would provide factual information to answer the query.]\nURL: https://www.loc.gov/item/2017655141/\n\n[2] Douglass, F. (1852) — What to the Slave is the Fourth of July?\nRelevance Score: 0.85\nSource: Library of Congress (1852)\nContent: [Generated content from Douglass, F. (1852) — What to the Slave is the Fourth of July? that would provide factual information to answer the query.]\nURL: https://www.loc.gov/item/mfd.22006/\n\nQuery: How did Black leaders view Black cultural traditions?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[This answer would synthesize information from the sources to address: How did Black leaders view Black cultural traditions?. It would cite sources using bracket notation: [1] [2]. The response would be grounded in the retrieved context and maintain scholarly accuracy while matching the educator persona's tone and style.]\",\n \"confidence\": 0.8705243471505792,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Hamer, F.L. (1964) — Democratic National Convention Testimony\",\n \"canonical_url\": \"https://www.loc.gov/item/2017655141/\",\n \"source_org\": \"Library of Congress\",\n \"year\": 1964,\n \"content_type\": \"testimony\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"fannie_lou_hamer_testimony\",\n \"chunk_id\": \"fannie_lou_hamer_testimony::chunk::1\",\n \"tags\": [\n \"fannie_lou_hamer\",\n \"voting_rights\",\n \"mfdp\",\n \"testimony\"\n ],\n \"relevance_score\": 0.9\n },\n {\n \"citation_label\": \"Douglass, F. (1852) — What to the Slave is the Fourth of July?\",\n \"canonical_url\": \"https://www.loc.gov/item/mfd.22006/\",\n \"source_org\": \"Library of Congress\",\n \"year\": 1852,\n \"content_type\": \"speech\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"douglass_july_fourth\",\n \"chunk_id\": \"douglass_july_fourth::chunk::2\",\n \"tags\": [\n \"frederick_douglass\",\n \"slavery\",\n \"independence_day\",\n \"abolitionism\"\n ],\n \"relevance_score\": 0.85\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"How did Black leaders view Black cultural traditions?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.9,\n \"snippet\": \"[Generated content from Hamer, F.L. (1964) — Democratic National Convention Testimony that would pro...\",\n \"citation_label\": \"Hamer, F.L. (1964) — Democratic National Convention Testimony\",\n \"canonical_url\": \"https://www.loc.gov/item/2017655141/\",\n \"doc_id\": \"fannie_lou_hamer_testimony\",\n \"chunk_id\": \"fannie_lou_hamer_testimony::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.85,\n \"snippet\": \"[Generated content from Douglass, F. (1852) — What to the Slave is the Fourth of July? that would pr...\",\n \"citation_label\": \"Douglass, F. (1852) — What to the Slave is the Fourth of July?\",\n \"canonical_url\": \"https://www.loc.gov/item/mfd.22006/\",\n \"doc_id\": \"douglass_july_fourth\",\n \"chunk_id\": \"douglass_july_fourth::chunk::2\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 239\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] King, M.L. (1958) — Stride Toward Freedom: The Montgomery Story\nRelevance Score: 0.91\nSource: Internet Archive (1958)\nContent: The bus company, which depended heavily on Negro patronage, was suffering financially. At one point it publicly acknowledged that it had lost over 65 percent of its normal revenue during the boycott period.\nURL: https://archive.org/details/stridetowardfree00king\n\n[2] Montgomery Advertiser (1956) — Bus Line Financial Reports\nRelevance Score: 0.87\nSource: Montgomery Advertiser (1956)\nContent: City officials reported that the bus line operated at a significant deficit throughout 1956. Ridership dropped from an average of 30,000 daily passengers to fewer than 8,000. The Negro community, which made up approximately 75% of bus riders before the boycott, organized carpools and alternative transportation.\nURL: https://newspapers.com/montgomery-advertiser-1956\n\nQuery: What evidence exists about the Montgomery Bus Boycott's economic impact?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"Primary sources document significant economic impact from the Montgomery Bus Boycott:\\n\\nDirect Impact on Bus Company:\\n- The bus company publicly acknowledged losing over 65% of its normal revenue during the boycott [1]\\n- Daily ridership dropped from approximately 30,000 to fewer than 8,000 passengers [2]\\n- The bus line operated at a deficit throughout 1956 [2]\\n\\nCommunity Organization:\\n- The Black community, which comprised approximately 75% of pre-boycott bus riders, organized alternative transportation including carpools [2]\\n- This demonstrates both the economic leverage of the community and their organizational capacity\\n\\nThese figures come from contemporary sources: Dr. King's firsthand account published in 1958 [1] and newspaper financial reports from 1956 [2]. The evidence shows the boycott's effectiveness as an economic protest tool.\",\n \"confidence\": 0.88,\n \"tone\": \"formal\",\n \"completeness\": \"partial\"\n },\n \"sources\": [\n {\n \"citation_label\": \"King, M.L. (1958) — Stride Toward Freedom: The Montgomery Story\",\n \"canonical_url\": \"https://archive.org/details/stridetowardfree00king\",\n \"source_org\": \"Internet Archive\",\n \"year\": 1958,\n \"content_type\": \"memoir\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"mlk_stride_toward_freedom\",\n \"chunk_id\": \"mlk_stride_toward_freedom::chunk::12\",\n \"tags\": [\n \"montgomery\",\n \"boycott\",\n \"civil_rights\",\n \"economic_impact\"\n ],\n \"relevance_score\": 0.91\n },\n {\n \"citation_label\": \"Montgomery Advertiser (1956) — Bus Line Financial Reports\",\n \"canonical_url\": \"https://newspapers.com/montgomery-advertiser-1956\",\n \"source_org\": \"Montgomery Advertiser\",\n \"year\": 1956,\n \"content_type\": \"news_article\",\n \"license\": \"Archive Access License\",\n \"namespace\": \"kwanzaa_black_press\",\n \"doc_id\": \"montgomery_advertiser_1956\",\n \"chunk_id\": \"montgomery_advertiser_1956::chunk::5\",\n \"tags\": [\n \"montgomery\",\n \"boycott\",\n \"newspaper\",\n \"primary_source\"\n ],\n \"relevance_score\": 0.87\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What evidence exists about the Montgomery Bus Boycott's economic impact?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\",\n \"kwanzaa_black_press\"\n ],\n \"filters\": {\n \"year_gte\": 1955,\n \"year_lte\": 1960,\n \"tags\": [\n \"montgomery\",\n \"boycott\"\n ]\n },\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.91,\n \"snippet\": \"The bus company, which depended heavily on Negro patronage...\",\n \"citation_label\": \"King, M.L. (1958) — Stride Toward Freedom\",\n \"canonical_url\": \"https://archive.org/details/stridetowardfree00king\",\n \"doc_id\": \"mlk_stride_toward_freedom\",\n \"chunk_id\": \"mlk_stride_toward_freedom::chunk::12\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.87,\n \"snippet\": \"City officials reported that the bus line operated...\",\n \"citation_label\": \"Montgomery Advertiser (1956)\",\n \"canonical_url\": \"https://newspapers.com/montgomery-advertiser-1956\",\n \"doc_id\": \"montgomery_advertiser_1956\",\n \"chunk_id\": \"montgomery_advertiser_1956::chunk::5\",\n \"namespace\": \"kwanzaa_black_press\"\n }\n ],\n \"execution_time_ms\": 312\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [\n \"Broader economic impact on Montgomery businesses beyond the bus company\",\n \"Long-term financial recovery timeline for the bus line\",\n \"Detailed cost breakdown of alternative transportation systems organized by the community\"\n ],\n \"clarifying_questions\": [\n \"Are you interested in the broader economic impact on Montgomery businesses?\",\n \"Would you like information about the financial organization of alternative transportation?\"\n ]\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] King, M.L. Jr. (1963) — I Have a Dream Speech\nRelevance Score: 0.55\nSource: National Archives (1963)\nContent: [Content that is tangentially related but doesn't answer the specific question]\nURL: https://www.archives.gov/files/press/exhibits/dream-speech.pdf\n\nQuery: How can I make money from Kwanzaa?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"I focus on cultural education and historical understanding, not commercial applications.- Historical context and foundational knowledge\\n- Checking recent news sources\\n- Contacting relevant organizations directly\\n- Consulting academic databases for contemporary research\",\n \"confidence\": 0.9399025811687519,\n \"tone\": \"formal\",\n \"completeness\": \"insufficient_data\"\n },\n \"sources\": [],\n \"retrieval_summary\": {\n \"query\": \"How can I make money from Kwanzaa?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.5548114408375227,\n \"chunk_id\": \"mlk_dream_speech::chunk::1\",\n \"doc_id\": \"mlk_dream_speech\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"content\": \"[Content that is tangentially related but doesn't answer the specific question]\",\n \"metadata\": {\n \"citation_label\": \"King, M.L. Jr. (1963) — I Have a Dream Speech\",\n \"canonical_url\": \"https://www.archives.gov/files/press/exhibits/dream-speech.pdf\",\n \"source_org\": \"National Archives\",\n \"year\": 1963,\n \"content_type\": \"speech\",\n \"license\": \"Public Domain\",\n \"tags\": [\n \"mlk\",\n \"i_have_a_dream\",\n \"march_on_washington\",\n \"speech\"\n ]\n }\n }\n ],\n \"execution_time_ms\": 211\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [\n \"Data type required for commercial_exploitation\",\n \"Contemporary or real-time information\"\n ],\n \"clarifying_questions\": [\n \"Are you interested in historical context instead?\",\n \"Would information about Kwanzaa's principles be helpful?\"\n ],\n \"out_of_scope\": [\n \"Commercial Exploitation\"\n ]\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": false,\n \"retrieval_confidence\": \"low\",\n \"fallback_behavior\": \"refusal\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Little Rock Nine — National Park Service\nRelevance Score: 0.94\nSource: National Park Service (1957)\nContent: The Little Rock Nine were nine African American students who integrated Central High School in Little Rock, Arkansas, in 1957, following the Brown v. Board decision. They were Minnijean Brown, Elizabeth Eckford, Ernest Green, Thelma Mothershed, Melba Pattillo, Gloria Ray, Terrence Roberts, Jefferson Thomas, and Carlotta Walls. They faced violent mobs, death threats, and daily harassment. Governor Orval Faubus called in the Arkansas National Guard to prevent their entry, forcing President Eisenhower to federalize the Guard and send the 101st Airborne Division to escort them to school.\nURL: https://www.nps.gov/chsc/learn/historyculture/the-little-rock-nine.htm\n\nQuery: Who were the Little Rock Nine and what challenges did they face?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"answer\": {\n \"text\": \"The Little Rock Nine were nine African American students who integrated Central High School in Little Rock, Arkansas, in 1957, following the Brown v. Board decision [1]. They were Minnijean Brown, Elizabeth Eckford, Ernest Green, Thelma Mothershed, Melba Pattillo, Gloria Ray, Terrence Roberts, Jefferson Thomas, and Carlotta Walls [1]. They faced violent mobs, death threats, and daily harassment [1]. Governor Orval Faubus called in the Arkansas National Guard to prevent their entry, forcing President Eisenhower to federalize the Guard and send the 101st Airborne Division to escort them to school [1].\",\n \"confidence\": 0.94\n },\n \"sources\": [\n {\n \"citation_label\": \"Little Rock Nine — National Park Service\",\n \"canonical_url\": \"https://www.nps.gov/chsc/learn/historyculture/the-little-rock-nine.htm\",\n \"source_org\": \"National Park Service\",\n \"year\": 1957\n }\n ]\n}"}]} +{"messages": [{"role": "system", "content": "You are a creative guide helping people explore Kwanzaa and Black cultural traditions. Use conversational, engaging language that celebrates creativity and cultural expression.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] US Congress (1965) — Voting Rights Act\nRelevance Score: 0.88\nSource: National Archives (1965)\nContent: [Content from US Congress (1965) — Voting Rights Act providing information relevant to: What are the key elements of Kwanzaa celebration?]\nURL: https://www.archives.gov/milestone-documents/voting-rights-act\n\n[2] Du Bois, W.E.B. (1903) — The Souls of Black Folk\nRelevance Score: 0.84\nSource: Project Gutenberg (1903)\nContent: [Content from Du Bois, W.E.B. (1903) — The Souls of Black Folk providing information relevant to: What are the key elements of Kwanzaa celebration?]\nURL: https://www.gutenberg.org/ebooks/408\n\n[3] Lincoln, A. (1863) — Emancipation Proclamation\nRelevance Score: 0.80\nSource: National Archives (1863)\nContent: [Content from Lincoln, A. (1863) — Emancipation Proclamation providing information relevant to: What are the key elements of Kwanzaa celebration?]\nURL: https://www.archives.gov/exhibits/featured-documents/emancipation-proclamation\n\nQuery: What are the key elements of Kwanzaa celebration?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"creator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[This answer would synthesize multiple sources to provide a comprehensive explanation of: What are the key elements of Kwanzaa celebration?. It would integrate information from 3 sources [1] [2] [3], creating a coherent narrative that addresses the query while maintaining grounding in the source material. The creator persona would influence the depth and style of explanation.]\",\n \"confidence\": 0.8576926415123812,\n \"tone\": \"conversational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"US Congress (1965) — Voting Rights Act\",\n \"canonical_url\": \"https://www.archives.gov/milestone-documents/voting-rights-act\",\n \"source_org\": \"National Archives\",\n \"year\": 1965,\n \"content_type\": \"legal_document\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"voting_rights_act_1965\",\n \"chunk_id\": \"voting_rights_act_1965::chunk::1\",\n \"tags\": [\n \"voting_rights\",\n \"legislation\",\n \"civil_rights\",\n \"suffrage\"\n ],\n \"relevance_score\": 0.88\n },\n {\n \"citation_label\": \"Du Bois, W.E.B. (1903) — The Souls of Black Folk\",\n \"canonical_url\": \"https://www.gutenberg.org/ebooks/408\",\n \"source_org\": \"Project Gutenberg\",\n \"year\": 1903,\n \"content_type\": \"essay_collection\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"dubois_souls_black_folk\",\n \"chunk_id\": \"dubois_souls_black_folk::chunk::2\",\n \"tags\": [\n \"w_e_b_dubois\",\n \"double_consciousness\",\n \"talented_tenth\",\n \"sociology\"\n ],\n \"relevance_score\": 0.84\n },\n {\n \"citation_label\": \"Lincoln, A. (1863) — Emancipation Proclamation\",\n \"canonical_url\": \"https://www.archives.gov/exhibits/featured-documents/emancipation-proclamation\",\n \"source_org\": \"National Archives\",\n \"year\": 1863,\n \"content_type\": \"executive_order\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"emancipation_proclamation\",\n \"chunk_id\": \"emancipation_proclamation::chunk::3\",\n \"tags\": [\n \"emancipation\",\n \"slavery\",\n \"lincoln\",\n \"civil_war\"\n ],\n \"relevance_score\": 0.8\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What are the key elements of Kwanzaa celebration?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.88,\n \"snippet\": \"[Content from US Congress (1965) — Voting Rights Act providing information relevant to: What are the...\",\n \"citation_label\": \"US Congress (1965) — Voting Rights Act\",\n \"canonical_url\": \"https://www.archives.gov/milestone-documents/voting-rights-act\",\n \"doc_id\": \"voting_rights_act_1965\",\n \"chunk_id\": \"voting_rights_act_1965::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.84,\n \"snippet\": \"[Content from Du Bois, W.E.B. (1903) — The Souls of Black Folk providing information relevant to: Wh...\",\n \"citation_label\": \"Du Bois, W.E.B. (1903) — The Souls of Black Folk\",\n \"canonical_url\": \"https://www.gutenberg.org/ebooks/408\",\n \"doc_id\": \"dubois_souls_black_folk\",\n \"chunk_id\": \"dubois_souls_black_folk::chunk::2\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 3,\n \"score\": 0.8,\n \"snippet\": \"[Content from Lincoln, A. (1863) — Emancipation Proclamation providing information relevant to: What...\",\n \"citation_label\": \"Lincoln, A. (1863) — Emancipation Proclamation\",\n \"canonical_url\": \"https://www.archives.gov/exhibits/featured-documents/emancipation-proclamation\",\n \"doc_id\": \"emancipation_proclamation\",\n \"chunk_id\": \"emancipation_proclamation::chunk::3\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 262\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] NPS (2022) — Harriet Tubman\nRelevance Score: 0.94\nSource: National Park Service (2022)\nContent: Harriet Tubman escaped slavery and made about 13 missions to rescue approximately 70 enslaved people using the Underground Railroad network.\nURL: https://www.nps.gov/articles/harriet-tubman.htm\n\nQuery: What role did Harriet Tubman play in the Underground Railroad?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"Harriet Tubman escaped slavery and made approximately 13 missions to rescue about 70 enslaved people using the Underground Railroad network [1].\",\n \"confidence\": 0.95,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"NPS (2022) — Harriet Tubman\",\n \"canonical_url\": \"https://www.nps.gov/articles/harriet-tubman.htm\",\n \"source_org\": \"National Park Service\",\n \"year\": 2022,\n \"content_type\": \"historical_reference\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"harriet_tubman_nps\",\n \"chunk_id\": \"tubman_chunk_1\",\n \"tags\": [\n \"harriet_tubman\",\n \"underground_railroad\"\n ],\n \"relevance_score\": 0.94\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What role did Harriet Tubman play in the Underground Railroad?\",\n \"top_k\": 5,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.94,\n \"snippet\": \"Harriet Tubman escaped...\",\n \"doc_id\": \"harriet_tubman_nps\"\n }\n ]\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Wells-Barnett, I.B. (1895) — The Red Record\nRelevance Score: 0.88\nSource: Project Gutenberg (1895)\nContent: [Content from Wells-Barnett, I.B. (1895) — The Red Record providing information relevant to: What can we learn from cultural resistance about community building?]\nURL: https://www.gutenberg.org/ebooks/14977\n\n[2] Coates, T. (2014) — The Case for Reparations\nRelevance Score: 0.84\nSource: The Atlantic (2014)\nContent: [Content from Coates, T. (2014) — The Case for Reparations providing information relevant to: What can we learn from cultural resistance about community building?]\nURL: https://www.theatlantic.com/magazine/archive/2014/06/the-case-for-reparations/361631/\n\n[3] Smith, J. (1995) — Oral History: Selma to Montgomery March\nRelevance Score: 0.80\nSource: Library of Congress (1995)\nContent: [Content from Smith, J. (1995) — Oral History: Selma to Montgomery March providing information relevant to: What can we learn from cultural resistance about community building?]\nURL: https://www.loc.gov/collections/civil-rights-history-project/\n\nQuery: What can we learn from cultural resistance about community building?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[This answer would synthesize multiple sources to provide a comprehensive explanation of: What can we learn from cultural resistance about community building?. It would integrate information from 3 sources [1] [2] [3], creating a coherent narrative that addresses the query while maintaining grounding in the source material. The educator persona would influence the depth and style of explanation.]\",\n \"confidence\": 0.8643293091463913,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Wells-Barnett, I.B. (1895) — The Red Record\",\n \"canonical_url\": \"https://www.gutenberg.org/ebooks/14977\",\n \"source_org\": \"Project Gutenberg\",\n \"year\": 1895,\n \"content_type\": \"investigative_report\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"wells_red_record\",\n \"chunk_id\": \"wells_red_record::chunk::1\",\n \"tags\": [\n \"ida_b_wells\",\n \"lynching\",\n \"investigation\",\n \"anti_lynching_campaign\"\n ],\n \"relevance_score\": 0.88\n },\n {\n \"citation_label\": \"Coates, T. (2014) — The Case for Reparations\",\n \"canonical_url\": \"https://www.theatlantic.com/magazine/archive/2014/06/the-case-for-reparations/361631/\",\n \"source_org\": \"The Atlantic\",\n \"year\": 2014,\n \"content_type\": \"essay\",\n \"license\": \"Fair Use\",\n \"namespace\": \"kwanzaa_secondary_sources\",\n \"doc_id\": \"coates_case_for_reparations\",\n \"chunk_id\": \"coates_case_for_reparations::chunk::2\",\n \"tags\": [\n \"reparations\",\n \"housing_discrimination\",\n \"economic_justice\",\n \"essay\"\n ],\n \"relevance_score\": 0.84\n },\n {\n \"citation_label\": \"Smith, J. (1995) — Oral History: Selma to Montgomery March\",\n \"canonical_url\": \"https://www.loc.gov/collections/civil-rights-history-project/\",\n \"source_org\": \"Library of Congress\",\n \"year\": 1995,\n \"content_type\": \"oral_history\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_oral_histories\",\n \"doc_id\": \"oral_history_selma_marcher\",\n \"chunk_id\": \"oral_history_selma_marcher::chunk::3\",\n \"tags\": [\n \"selma\",\n \"oral_history\",\n \"voting_rights\",\n \"firsthand_account\"\n ],\n \"relevance_score\": 0.8\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What can we learn from cultural resistance about community building?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_secondary_sources\",\n \"kwanzaa_oral_histories\",\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.88,\n \"snippet\": \"[Content from Wells-Barnett, I.B. (1895) — The Red Record providing information relevant to: What ca...\",\n \"citation_label\": \"Wells-Barnett, I.B. (1895) — The Red Record\",\n \"canonical_url\": \"https://www.gutenberg.org/ebooks/14977\",\n \"doc_id\": \"wells_red_record\",\n \"chunk_id\": \"wells_red_record::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.84,\n \"snippet\": \"[Content from Coates, T. (2014) — The Case for Reparations providing information relevant to: What c...\",\n \"citation_label\": \"Coates, T. (2014) — The Case for Reparations\",\n \"canonical_url\": \"https://www.theatlantic.com/magazine/archive/2014/06/the-case-for-reparations/361631/\",\n \"doc_id\": \"coates_case_for_reparations\",\n \"chunk_id\": \"coates_case_for_reparations::chunk::2\",\n \"namespace\": \"kwanzaa_secondary_sources\"\n },\n {\n \"rank\": 3,\n \"score\": 0.8,\n \"snippet\": \"[Content from Smith, J. (1995) — Oral History: Selma to Montgomery March providing information relev...\",\n \"citation_label\": \"Smith, J. (1995) — Oral History: Selma to Montgomery March\",\n \"canonical_url\": \"https://www.loc.gov/collections/civil-rights-history-project/\",\n \"doc_id\": \"oral_history_selma_marcher\",\n \"chunk_id\": \"oral_history_selma_marcher::chunk::3\",\n \"namespace\": \"kwanzaa_oral_histories\"\n }\n ],\n \"execution_time_ms\": 255\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Madam C.J. Walker — Black Inventor\nRelevance Score: 0.92\nSource: Wikipedia (None)\nContent: Walker built a beauty empire in the early 1900s becoming one of the most successful self-made women.\nURL: https://upload.wikimedia.org/wikipedia/commons/4/49/Madam_CJ_Walker_1914.jpg\n\nQuery: Who was the first Black woman millionaire in America due to her haircare products?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"Madam C.J. Walker Walker built a beauty empire in the early 1900s becoming one of the most successful self-made women.\",\n \"confidence\": 0.92,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Madam C.J. Walker — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/4/49/Madam_CJ_Walker_1914.jpg\",\n \"source_org\": \"Wikipedia\",\n \"year\": null,\n \"content_type\": \"biographical\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_inventors\",\n \"doc_id\": \"inventor_madam_cj_walker\",\n \"chunk_id\": \"inventor_madam_cj_walker_bio\",\n \"tags\": [\n \"inventor\",\n \"innovation\",\n \"african_american_history\"\n ],\n \"relevance_score\": 0.92\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"Who was the first Black woman millionaire in America due to her haircare products?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_inventors\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.92,\n \"snippet\": \"Walker built a beauty empire in the early 1900s becoming one of the most successful self-made women....\",\n \"citation_label\": \"Madam C.J. Walker — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/4/49/Madam_CJ_Walker_1914.jpg\",\n \"doc_id\": \"inventor_madam_cj_walker\",\n \"chunk_id\": \"inventor_madam_cj_walker_bio\",\n \"namespace\": \"kwanzaa_inventors\"\n }\n ],\n \"execution_time_ms\": 245\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-21T06:06:42Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Historical Reference (1955) — Montgomery Bus Boycott\nRelevance Score: 0.91\nSource: Historical Archives (1955)\nContent: [Content about Montgomery Bus Boycott that demonstrates proper citation of well-known historical facts. This content would normally come from authoritative sources and include specific details, dates, and context.]\nURL: https://www.example.edu/reference/montgomery-bus-boycott\n\nQuery: What was the Montgomery Bus Boycott and who led it?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[Answer about Montgomery Bus Boycott with proper citation markers [1] demonstrating that even well-known facts require source attribution.]\",\n \"confidence\": 0.92,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Historical Reference (1955) — Montgomery Bus Boycott\",\n \"canonical_url\": \"https://www.example.edu/reference/montgomery-bus-boycott\",\n \"source_org\": \"Historical Archives\",\n \"year\": 1955,\n \"content_type\": \"historical_reference\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"montgomery_bus_boycott_ref\",\n \"chunk_id\": \"montgomery_bus_boycott::chunk::1\",\n \"tags\": [\n \"montgomery_bus_boycott\",\n \"civil_rights\",\n \"history\"\n ],\n \"relevance_score\": 0.91\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What was the Montgomery Bus Boycott and who led it?\",\n \"top_k\": 5,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.91,\n \"snippet\": \"[Snippet about Montgomery Bus Boycott...]\",\n \"doc_id\": \"montgomery_bus_boycott_ref\"\n }\n ]\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Woodson, C.G. (1933) — The Mis-Education of the Negro\nRelevance Score: 0.80\nSource: Project Gutenberg (1933)\nContent: [Content that partially addresses: What are all seven principles and their meanings and how to celebrate them with examples?]\nURL: https://www.gutenberg.org/ebooks/69661\n\n[2] Davis, A. (1974) — Angela Davis: An Autobiography\nRelevance Score: 0.75\nSource: Internet Archive (1974)\nContent: [Content that partially addresses: What are all seven principles and their meanings and how to celebrate them with examples?]\nURL: https://archive.org/details/angeladavisautob00davi\n\nQuery: What are all seven principles and their meanings and how to celebrate them with examples?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[This answer demonstrates proper answer_json formatting for the edge case: complex_query. Query: What are all seven principles and their meanings and how to celebrate them with examples?. Even with complex_query, the response maintains complete schema compliance including all required fields, proper citation formatting, and appropriate completeness markers.]\",\n \"confidence\": 0.7802183988161896,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Woodson, C.G. (1933) — The Mis-Education of the Negro\",\n \"canonical_url\": \"https://www.gutenberg.org/ebooks/69661\",\n \"source_org\": \"Project Gutenberg\",\n \"year\": 1933,\n \"content_type\": \"book\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"woodson_miseducation_negro\",\n \"chunk_id\": \"woodson_miseducation_negro::chunk::1\",\n \"tags\": [\n \"carter_g_woodson\",\n \"education\",\n \"curriculum\",\n \"history\"\n ],\n \"relevance_score\": 0.8\n },\n {\n \"citation_label\": \"Davis, A. (1974) — Angela Davis: An Autobiography\",\n \"canonical_url\": \"https://archive.org/details/angeladavisautob00davi\",\n \"source_org\": \"Internet Archive\",\n \"year\": 1974,\n \"content_type\": \"autobiography\",\n \"license\": \"Fair Use\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"angela_davis_autobiography\",\n \"chunk_id\": \"angela_davis_autobiography::chunk::2\",\n \"tags\": [\n \"angela_davis\",\n \"black_power\",\n \"prison_abolition\",\n \"autobiography\"\n ],\n \"relevance_score\": 0.75\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What are all seven principles and their meanings and how to celebrate them with examples?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.8,\n \"snippet\": \"[Content that partially addresses: What are all seven principles and their meani...\",\n \"citation_label\": \"Woodson, C.G. (1933) — The Mis-Education of the Negro\",\n \"canonical_url\": \"https://www.gutenberg.org/ebooks/69661\",\n \"doc_id\": \"woodson_miseducation_negro\",\n \"chunk_id\": \"woodson_miseducation_negro::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.75,\n \"snippet\": \"[Content that partially addresses: What are all seven principles and their meani...\",\n \"citation_label\": \"Davis, A. (1974) — Angela Davis: An Autobiography\",\n \"canonical_url\": \"https://archive.org/details/angeladavisautob00davi\",\n \"doc_id\": \"angela_davis_autobiography\",\n \"chunk_id\": \"angela_davis_autobiography::chunk::2\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 215\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [\n \"Additional context for complex query\"\n ],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"medium\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Thomas Elkins — Black Inventor\nRelevance Score: 0.92\nSource: Wikipedia (None)\nContent: Elkins patented an improved chamber commode in 1872 with features like bookshelves and washstands.\nURL: https://upload.wikimedia.org/wikipedia/commons/7/7f/Thomas_Elkins.jpg\n\nQuery: Who invented improvements to the chamber commode?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"Thomas Elkins Elkins patented an improved chamber commode in 1872 with features like bookshelves and washstands.\",\n \"confidence\": 0.92,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Thomas Elkins — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/7/7f/Thomas_Elkins.jpg\",\n \"source_org\": \"Wikipedia\",\n \"year\": null,\n \"content_type\": \"biographical\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_inventors\",\n \"doc_id\": \"inventor_thomas_elkins\",\n \"chunk_id\": \"inventor_thomas_elkins_bio\",\n \"tags\": [\n \"inventor\",\n \"innovation\",\n \"african_american_history\"\n ],\n \"relevance_score\": 0.92\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"Who invented improvements to the chamber commode?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_inventors\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.92,\n \"snippet\": \"Elkins patented an improved chamber commode in 1872 with features like bookshelves and washstands....\",\n \"citation_label\": \"Thomas Elkins — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/7/7f/Thomas_Elkins.jpg\",\n \"doc_id\": \"inventor_thomas_elkins\",\n \"chunk_id\": \"inventor_thomas_elkins_bio\",\n \"namespace\": \"kwanzaa_inventors\"\n }\n ],\n \"execution_time_ms\": 245\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-21T06:06:42Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Mae Jemison — NASA Biography\nRelevance Score: 0.94\nSource: NASA (1992)\nContent: Dr. Mae Jemison became the first African American woman in space when she flew aboard Space Shuttle Endeavour on September 12, 1992, as a mission specialist on STS-47. During the eight-day mission, she conducted experiments in material science and life sciences, including bone cell research and investigating how tadpoles develop in zero gravity. She logged 190 hours, 30 minutes, 23 seconds in space, orbiting Earth 127 times. Before NASA, Jemison served as a medical officer in the Peace Corps.\nURL: https://www.nasa.gov/content/dr-mae-c-jemison\n\nQuery: What specific achievements did Mae Jemison accomplish in space?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"answer\": {\n \"text\": \"Dr. Mae Jemison became the first African American woman in space when she flew aboard Space Shuttle Endeavour on September 12, 1992, as a mission specialist on STS-47 [1]. During the eight-day mission, she conducted experiments in material science and life sciences, including bone cell research and investigating how tadpoles develop in zero gravity [1]. She logged 190 hours, 30 minutes, 23 seconds in space, orbiting Earth 127 times [1]. Before NASA, Jemison served as a medical officer in the Peace Corps [1].\",\n \"confidence\": 0.94\n },\n \"sources\": [\n {\n \"citation_label\": \"Mae Jemison — NASA Biography\",\n \"canonical_url\": \"https://www.nasa.gov/content/dr-mae-c-jemison\",\n \"source_org\": \"NASA\",\n \"year\": 1992\n }\n ]\n}"}]} +{"messages": [{"role": "system", "content": "You are a creative guide helping people explore Kwanzaa and Black cultural traditions. Use conversational, engaging language that celebrates creativity and cultural expression.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] King, M.L. Jr. (1963) — Letter from Birmingham Jail\nRelevance Score: 0.88\nSource: National Archives (1963)\nContent: [Content from King, M.L. Jr. (1963) — Letter from Birmingham Jail providing information relevant to: What can we learn from civil rights history about resilience?]\nURL: https://www.archives.gov/milestone-documents/letter-from-birmingham-jail\n\n[2] King, M.L. Jr. (1963) — I Have a Dream Speech\nRelevance Score: 0.84\nSource: National Archives (1963)\nContent: [Content from King, M.L. Jr. (1963) — I Have a Dream Speech providing information relevant to: What can we learn from civil rights history about resilience?]\nURL: https://www.archives.gov/files/press/exhibits/dream-speech.pdf\n\n[3] Coates, T. (2014) — The Case for Reparations\nRelevance Score: 0.80\nSource: The Atlantic (2014)\nContent: [Content from Coates, T. (2014) — The Case for Reparations providing information relevant to: What can we learn from civil rights history about resilience?]\nURL: https://www.theatlantic.com/magazine/archive/2014/06/the-case-for-reparations/361631/\n\nQuery: What can we learn from civil rights history about resilience?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"creator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[This answer would synthesize multiple sources to provide a comprehensive explanation of: What can we learn from civil rights history about resilience?. It would integrate information from 3 sources [1] [2] [3], creating a coherent narrative that addresses the query while maintaining grounding in the source material. The creator persona would influence the depth and style of explanation.]\",\n \"confidence\": 0.8225670217616182,\n \"tone\": \"conversational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"King, M.L. Jr. (1963) — Letter from Birmingham Jail\",\n \"canonical_url\": \"https://www.archives.gov/milestone-documents/letter-from-birmingham-jail\",\n \"source_org\": \"National Archives\",\n \"year\": 1963,\n \"content_type\": \"letter\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"mlk_letter_birmingham_jail\",\n \"chunk_id\": \"mlk_letter_birmingham_jail::chunk::1\",\n \"tags\": [\n \"mlk\",\n \"birmingham\",\n \"nonviolent_resistance\",\n \"letter\"\n ],\n \"relevance_score\": 0.88\n },\n {\n \"citation_label\": \"King, M.L. Jr. (1963) — I Have a Dream Speech\",\n \"canonical_url\": \"https://www.archives.gov/files/press/exhibits/dream-speech.pdf\",\n \"source_org\": \"National Archives\",\n \"year\": 1963,\n \"content_type\": \"speech\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"mlk_dream_speech\",\n \"chunk_id\": \"mlk_dream_speech::chunk::2\",\n \"tags\": [\n \"mlk\",\n \"i_have_a_dream\",\n \"march_on_washington\",\n \"speech\"\n ],\n \"relevance_score\": 0.84\n },\n {\n \"citation_label\": \"Coates, T. (2014) — The Case for Reparations\",\n \"canonical_url\": \"https://www.theatlantic.com/magazine/archive/2014/06/the-case-for-reparations/361631/\",\n \"source_org\": \"The Atlantic\",\n \"year\": 2014,\n \"content_type\": \"essay\",\n \"license\": \"Fair Use\",\n \"namespace\": \"kwanzaa_secondary_sources\",\n \"doc_id\": \"coates_case_for_reparations\",\n \"chunk_id\": \"coates_case_for_reparations::chunk::3\",\n \"tags\": [\n \"reparations\",\n \"housing_discrimination\",\n \"economic_justice\",\n \"essay\"\n ],\n \"relevance_score\": 0.8\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What can we learn from civil rights history about resilience?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_secondary_sources\",\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.88,\n \"snippet\": \"[Content from King, M.L. Jr. (1963) — Letter from Birmingham Jail providing information relevant to:...\",\n \"citation_label\": \"King, M.L. Jr. (1963) — Letter from Birmingham Jail\",\n \"canonical_url\": \"https://www.archives.gov/milestone-documents/letter-from-birmingham-jail\",\n \"doc_id\": \"mlk_letter_birmingham_jail\",\n \"chunk_id\": \"mlk_letter_birmingham_jail::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.84,\n \"snippet\": \"[Content from King, M.L. Jr. (1963) — I Have a Dream Speech providing information relevant to: What ...\",\n \"citation_label\": \"King, M.L. Jr. (1963) — I Have a Dream Speech\",\n \"canonical_url\": \"https://www.archives.gov/files/press/exhibits/dream-speech.pdf\",\n \"doc_id\": \"mlk_dream_speech\",\n \"chunk_id\": \"mlk_dream_speech::chunk::2\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 3,\n \"score\": 0.8,\n \"snippet\": \"[Content from Coates, T. (2014) — The Case for Reparations providing information relevant to: What c...\",\n \"citation_label\": \"Coates, T. (2014) — The Case for Reparations\",\n \"canonical_url\": \"https://www.theatlantic.com/magazine/archive/2014/06/the-case-for-reparations/361631/\",\n \"doc_id\": \"coates_case_for_reparations\",\n \"chunk_id\": \"coates_case_for_reparations::chunk::3\",\n \"namespace\": \"kwanzaa_secondary_sources\"\n }\n ],\n \"execution_time_ms\": 292\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] National Archives (1870) — 15th Amendment\nRelevance Score: 0.95\nSource: National Archives and Records Administration (1870)\nContent: The 15th Amendment to the United States Constitution, ratified on February 3, 1870, prohibited the federal government and states from denying a citizen the right to vote based on race, color, or previous condition of servitude. It was the third and final of the Reconstruction Amendments.\nURL: https://www.archives.gov/milestone-documents/15th-amendment\n\nQuery: What did the 15th Amendment to the U.S. Constitution establish?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"The 15th Amendment to the United States Constitution, ratified on February 3, 1870, established voting rights protections based on race [1]. The amendment prohibited the federal government and states from denying a citizen the right to vote based on race, color, or previous condition of servitude [1]. It was the third and final of the Reconstruction Amendments [1].\",\n \"confidence\": 0.96,\n \"tone\": \"scholarly\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"National Archives (1870) — 15th Amendment\",\n \"canonical_url\": \"https://www.archives.gov/milestone-documents/15th-amendment\",\n \"source_org\": \"National Archives and Records Administration\",\n \"year\": 1870,\n \"content_type\": \"constitutional_amendment\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"15th_amendment_nara\",\n \"chunk_id\": \"15th_amendment_chunk_1\",\n \"tags\": [\n \"15th_amendment\",\n \"voting_rights\",\n \"reconstruction\"\n ],\n \"relevance_score\": 0.95\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What did the 15th Amendment to the U.S. Constitution establish?\",\n \"top_k\": 5,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {\n \"year_gte\": 1865,\n \"year_lte\": 1875\n },\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.95,\n \"snippet\": \"The 15th Amendment...\",\n \"doc_id\": \"15th_amendment_nara\"\n }\n ]\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Douglass, F. (1852) — Fourth of July Speech\nRelevance Score: 0.95\nSource: Library of Congress (1852)\nContent: Frederick Douglass delivered a powerful critique of American hypocrisy in celebrating independence while maintaining slavery. He challenged audiences by asking what the Fourth of July meant to enslaved people.\nURL: https://www.loc.gov/item/mfd.22029/\n\nQuery: What were Frederick Douglass's main arguments in his 1852 Fourth of July speech?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"Frederick Douglass delivered a powerful critique of American hypocrisy in his 1852 Fourth of July speech [1]. He challenged audiences by asking what the holiday meant to enslaved people, exposing the contradiction of celebrating freedom while maintaining slavery [1].\",\n \"confidence\": 0.96,\n \"tone\": \"scholarly\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Douglass, F. (1852) — Fourth of July Speech\",\n \"canonical_url\": \"https://www.loc.gov/item/mfd.22029/\",\n \"source_org\": \"Library of Congress\",\n \"year\": 1852,\n \"content_type\": \"primary_source_speech\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"douglass_fourth_july\",\n \"chunk_id\": \"douglass_speech_chunk_1\",\n \"tags\": [\n \"frederick_douglass\",\n \"abolition\",\n \"speech\"\n ],\n \"relevance_score\": 0.95\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What were Frederick Douglass's main arguments in his 1852 Fourth of July speech?\",\n \"top_k\": 5,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.95,\n \"snippet\": \"Frederick Douglass delivered...\",\n \"doc_id\": \"douglass_fourth_july\"\n }\n ]\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Davis, A. (1974) — Angela Davis: An Autobiography\nRelevance Score: 0.90\nSource: Internet Archive (1974)\nContent: [Simulated content from Davis, A. (1974) — Angela Davis: An Autobiography]\nURL: https://archive.org/details/angeladavisautob00davi\n\nQuery: What was Angela Davis's perspective on prison abolition?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[Generated answer for: What was Angela Davis's perspective on prison abolition?] This answer would cite sources: [1]\",\n \"confidence\": 0.85,\n \"tone\": \"formal\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Davis, A. (1974) — Angela Davis: An Autobiography\",\n \"canonical_url\": \"https://archive.org/details/angeladavisautob00davi\",\n \"source_org\": \"Internet Archive\",\n \"year\": 1974,\n \"content_type\": \"autobiography\",\n \"license\": \"Fair Use\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"angela_davis_autobiography\",\n \"chunk_id\": \"angela_davis_autobiography::chunk::1\",\n \"tags\": [\n \"angela_davis\",\n \"black_power\",\n \"prison_abolition\",\n \"autobiography\"\n ],\n \"relevance_score\": 0.9\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What was Angela Davis's perspective on prison abolition?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.9,\n \"snippet\": \"[Simulated content from Davis, A. (1974) — Angela Davis: An Autobiography]...\",\n \"citation_label\": \"Davis, A. (1974) — Angela Davis: An Autobiography\",\n \"canonical_url\": \"https://archive.org/details/angeladavisautob00davi\",\n \"doc_id\": \"angela_davis_autobiography\",\n \"chunk_id\": \"angela_davis_autobiography::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 220\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Karenga, M. (1977) — The Seven Principles of Kwanzaa\nRelevance Score: 0.95\nSource: Official Kwanzaa Website (1977)\nContent: The Nguzo Saba, or Seven Principles, are: Umoja (Unity), Kujichagulia (Self-Determination), Ujima (Collective Work and Responsibility), Ujamaa (Cooperative Economics), Nia (Purpose), Kuumba (Creativity), and Imani (Faith).\nURL: https://officialkwanzaawebsite.org/nguzo-saba\n\n[2] Karenga, M. (1998) — Kwanzaa: A Celebration of Family, Community and Culture\nRelevance Score: 0.89\nSource: Official Kwanzaa Website (1998)\nContent: Each principle represents a fundamental value: Unity brings us together, Self-Determination empowers us to define ourselves, Collective Work reminds us of our responsibility to community, Cooperative Economics builds our economic strength, Purpose directs our work toward collective benefit, Creativity allows us to improve our community, and Faith sustains belief in ourselves, our people, and our victory.\nURL: https://officialkwanzaawebsite.org/principles-explained\n\nQuery: What are the Seven Principles of Kwanzaa?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"The Seven Principles of Kwanzaa, known as the Nguzo Saba, are [1]:\\n\\n1. **Umoja (Unity)** - Bringing us together\\n2. **Kujichagulia (Self-Determination)** - Empowering us to define ourselves\\n3. **Ujima (Collective Work and Responsibility)** - Reminding us of our responsibility to community\\n4. **Ujamaa (Cooperative Economics)** - Building our economic strength\\n5. **Nia (Purpose)** - Directing our work toward collective benefit\\n6. **Kuumba (Creativity)** - Allowing us to improve our community\\n7. **Imani (Faith)** - Sustaining belief in ourselves, our people, and our victory\\n\\nEach principle represents a fundamental value in African culture that contributes to building and reinforcing community [1][2]. These principles are celebrated over the seven days of Kwanzaa, from December 26 to January 1.\",\n \"confidence\": 0.97,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Karenga, M. (1977) — The Seven Principles of Kwanzaa\",\n \"canonical_url\": \"https://officialkwanzaawebsite.org/nguzo-saba\",\n \"source_org\": \"Official Kwanzaa Website\",\n \"year\": 1977,\n \"content_type\": \"essay\",\n \"license\": \"CC BY-NC 4.0\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"karenga_nguzo_saba\",\n \"chunk_id\": \"karenga_nguzo_saba::chunk::1\",\n \"tags\": [\n \"kwanzaa\",\n \"nguzo_saba\",\n \"principles\"\n ],\n \"relevance_score\": 0.95\n },\n {\n \"citation_label\": \"Karenga, M. (1998) — Kwanzaa: A Celebration of Family, Community and Culture\",\n \"canonical_url\": \"https://officialkwanzaawebsite.org/principles-explained\",\n \"source_org\": \"Official Kwanzaa Website\",\n \"year\": 1998,\n \"content_type\": \"book\",\n \"license\": \"CC BY-NC 4.0\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"karenga_principles_detail\",\n \"chunk_id\": \"karenga_principles_detail::chunk::5\",\n \"tags\": [\n \"kwanzaa\",\n \"nguzo_saba\",\n \"principles\",\n \"detailed\"\n ],\n \"relevance_score\": 0.89\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What are the Seven Principles of Kwanzaa?\",\n \"top_k\": 5,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {\n \"tags\": [\n \"nguzo_saba\",\n \"principles\"\n ]\n },\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.95,\n \"snippet\": \"The Nguzo Saba, or Seven Principles, are: Umoja...\",\n \"citation_label\": \"Karenga, M. (1977) — The Seven Principles of Kwanzaa\",\n \"canonical_url\": \"https://officialkwanzaawebsite.org/nguzo-saba\",\n \"doc_id\": \"karenga_nguzo_saba\",\n \"chunk_id\": \"karenga_nguzo_saba::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.89,\n \"snippet\": \"Each principle represents a fundamental value...\",\n \"citation_label\": \"Karenga, M. (1998) — Kwanzaa: A Celebration\",\n \"canonical_url\": \"https://officialkwanzaawebsite.org/principles-explained\",\n \"doc_id\": \"karenga_principles_detail\",\n \"chunk_id\": \"karenga_principles_detail::chunk::5\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 201\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Oklahoma Commission (2001) — Tulsa Race Riot Report\nRelevance Score: 0.91\nSource: Oklahoma Historical Society (2001)\nContent: The 2001 Oklahoma Commission to Study the Tulsa Race Riot of 1921 concluded that between 100 and 300 people were killed during the massacre, though exact numbers remain disputed due to inadequate record-keeping and the destruction of death certificates.\nURL: https://www.okhistory.org/research/forms/freport.pdf\n\n[2] Tulsa Tribune (1921) — Race Riot Coverage\nRelevance Score: 0.87\nSource: Tulsa Public Library Archives (1921)\nContent: Initial newspaper reports from June 1921 cited official figures of 36 deaths, but these numbers were widely disputed by Black residents and witnesses who reported seeing many more bodies removed from the Greenwood district.\nURL: https://tulsalibrary.org/digital-archives/tulsa-tribune-1921\n\n[3] Madigan, T. (2021) — Tulsa Forensic Investigation Update\nRelevance Score: 0.84\nSource: Tulsa Historical Society (2021)\nContent: Forensic analysis and mass grave searches conducted between 2019-2022 support estimates of 100-300 casualties, significantly higher than the long-cited official figure of 36. Many victims were buried in unmarked graves and death certificates were destroyed or never filed.\nURL: https://www.tulsahistory.org/forensic-investigation\n\nQuery: What was the death toll during the Tulsa Race Massacre?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"The death toll from the 1921 Tulsa Race Massacre remains a matter of historical controversy due to deliberate suppression of evidence:\\n\\nOfficial Historical Estimate:\\n- The 2001 Oklahoma Commission concluded that between 100 and 300 people were killed, though exact numbers remain disputed due to inadequate record-keeping and destruction of death certificates [1]\\n\\nContemporary Reports:\\n- Initial newspaper reports from June 1921 cited official figures of only 36 deaths [2]\\n- However, these numbers were widely disputed by Black residents and witnesses who reported seeing many more bodies removed from the Greenwood district [2]\\n\\nRecent Forensic Evidence:\\n- Forensic analysis and mass grave searches conducted between 2019-2022 support estimates of 100-300 casualties [3]\\n- Many victims were buried in unmarked graves and death certificates were destroyed or never filed [3]\\n\\nThe most reliable current estimate is 100-300 deaths [1][3], representing a significant historical correction from the long-understated official figure of 36. The destruction of records and burial of victims in unmarked graves represents deliberate erasure of the massacre's true scale.\",\n \"confidence\": 0.82,\n \"tone\": \"formal\",\n \"completeness\": \"partial\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Oklahoma Commission (2001) — Tulsa Race Riot Report\",\n \"canonical_url\": \"https://www.okhistory.org/research/forms/freport.pdf\",\n \"source_org\": \"Oklahoma Historical Society\",\n \"year\": 2001,\n \"content_type\": \"government_report\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"tulsa_commission_report\",\n \"chunk_id\": \"tulsa_commission_report::chunk::8\",\n \"tags\": [\n \"tulsa\",\n \"race_massacre\",\n \"death_toll\",\n \"commission_report\"\n ],\n \"relevance_score\": 0.91\n },\n {\n \"citation_label\": \"Tulsa Tribune (1921) — Race Riot Coverage\",\n \"canonical_url\": \"https://tulsalibrary.org/digital-archives/tulsa-tribune-1921\",\n \"source_org\": \"Tulsa Public Library Archives\",\n \"year\": 1921,\n \"content_type\": \"news_article\",\n \"license\": \"Archive Access License\",\n \"namespace\": \"kwanzaa_black_press\",\n \"doc_id\": \"tulsa_tribune_1921\",\n \"chunk_id\": \"tulsa_tribune_1921::chunk::3\",\n \"tags\": [\n \"tulsa\",\n \"race_massacre\",\n \"contemporary_account\"\n ],\n \"relevance_score\": 0.87\n },\n {\n \"citation_label\": \"Madigan, T. (2021) — Tulsa Forensic Investigation Update\",\n \"canonical_url\": \"https://www.tulsahistory.org/forensic-investigation\",\n \"source_org\": \"Tulsa Historical Society\",\n \"year\": 2021,\n \"content_type\": \"forensic_report\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_secondary_sources\",\n \"doc_id\": \"madigan_forensic_study\",\n \"chunk_id\": \"madigan_forensic_study::chunk::12\",\n \"tags\": [\n \"tulsa\",\n \"race_massacre\",\n \"forensics\",\n \"mass_graves\"\n ],\n \"relevance_score\": 0.84\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What was the death toll during the Tulsa Race Massacre?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\",\n \"kwanzaa_secondary_sources\",\n \"kwanzaa_black_press\"\n ],\n \"filters\": {\n \"tags\": [\n \"tulsa\",\n \"race_massacre\"\n ]\n },\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.91,\n \"snippet\": \"The 2001 Oklahoma Commission to Study the Tulsa Race Riot...\",\n \"citation_label\": \"Oklahoma Commission (2001) — Tulsa Race Riot Report\",\n \"canonical_url\": \"https://www.okhistory.org/research/forms/freport.pdf\",\n \"doc_id\": \"tulsa_commission_report\",\n \"chunk_id\": \"tulsa_commission_report::chunk::8\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.87,\n \"snippet\": \"Initial newspaper reports from June 1921 cited...\",\n \"citation_label\": \"Tulsa Tribune (1921) — Race Riot Coverage\",\n \"canonical_url\": \"https://tulsalibrary.org/digital-archives/tulsa-tribune-1921\",\n \"doc_id\": \"tulsa_tribune_1921\",\n \"chunk_id\": \"tulsa_tribune_1921::chunk::3\",\n \"namespace\": \"kwanzaa_black_press\"\n },\n {\n \"rank\": 3,\n \"score\": 0.84,\n \"snippet\": \"Forensic analysis and mass grave searches conducted...\",\n \"citation_label\": \"Madigan, T. (2021) — Tulsa Forensic Investigation Update\",\n \"canonical_url\": \"https://www.tulsahistory.org/forensic-investigation\",\n \"doc_id\": \"madigan_forensic_study\",\n \"chunk_id\": \"madigan_forensic_study::chunk::12\",\n \"namespace\": \"kwanzaa_secondary_sources\"\n }\n ],\n \"execution_time_ms\": 341\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [\n \"Exact number of victims may never be known due to deliberate record destruction\",\n \"Ongoing forensic investigations may revise estimates as mass graves are located\"\n ],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a creative guide helping people explore Kwanzaa and Black cultural traditions. Use conversational, engaging language that celebrates creativity and cultural expression.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Wells-Barnett, I.B. (1895) — The Red Record\nRelevance Score: 0.88\nSource: Project Gutenberg (1895)\nContent: [Content from Wells-Barnett, I.B. (1895) — The Red Record providing information relevant to: How do you celebrate Ujamaa during Kwanzaa?]\nURL: https://www.gutenberg.org/ebooks/14977\n\n[2] Garvey, M. (1923) — Philosophy and Opinions of Marcus Garvey\nRelevance Score: 0.84\nSource: Internet Archive (1923)\nContent: [Content from Garvey, M. (1923) — Philosophy and Opinions of Marcus Garvey providing information relevant to: How do you celebrate Ujamaa during Kwanzaa?]\nURL: https://archive.org/details/philosophyandopi00garv\n\n[3] Smith, J. (1995) — Oral History: Selma to Montgomery March\nRelevance Score: 0.80\nSource: Library of Congress (1995)\nContent: [Content from Smith, J. (1995) — Oral History: Selma to Montgomery March providing information relevant to: How do you celebrate Ujamaa during Kwanzaa?]\nURL: https://www.loc.gov/collections/civil-rights-history-project/\n\nQuery: How do you celebrate Ujamaa during Kwanzaa?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"creator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[This answer would synthesize multiple sources to provide a comprehensive explanation of: How do you celebrate Ujamaa during Kwanzaa?. It would integrate information from 3 sources [1] [2] [3], creating a coherent narrative that addresses the query while maintaining grounding in the source material. The creator persona would influence the depth and style of explanation.]\",\n \"confidence\": 0.8992246255590747,\n \"tone\": \"conversational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Wells-Barnett, I.B. (1895) — The Red Record\",\n \"canonical_url\": \"https://www.gutenberg.org/ebooks/14977\",\n \"source_org\": \"Project Gutenberg\",\n \"year\": 1895,\n \"content_type\": \"investigative_report\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"wells_red_record\",\n \"chunk_id\": \"wells_red_record::chunk::1\",\n \"tags\": [\n \"ida_b_wells\",\n \"lynching\",\n \"investigation\",\n \"anti_lynching_campaign\"\n ],\n \"relevance_score\": 0.88\n },\n {\n \"citation_label\": \"Garvey, M. (1923) — Philosophy and Opinions of Marcus Garvey\",\n \"canonical_url\": \"https://archive.org/details/philosophyandopi00garv\",\n \"source_org\": \"Internet Archive\",\n \"year\": 1923,\n \"content_type\": \"essay_collection\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"garvey_philosophy_opinions\",\n \"chunk_id\": \"garvey_philosophy_opinions::chunk::2\",\n \"tags\": [\n \"marcus_garvey\",\n \"pan_africanism\",\n \"unia\",\n \"back_to_africa\"\n ],\n \"relevance_score\": 0.84\n },\n {\n \"citation_label\": \"Smith, J. (1995) — Oral History: Selma to Montgomery March\",\n \"canonical_url\": \"https://www.loc.gov/collections/civil-rights-history-project/\",\n \"source_org\": \"Library of Congress\",\n \"year\": 1995,\n \"content_type\": \"oral_history\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_oral_histories\",\n \"doc_id\": \"oral_history_selma_marcher\",\n \"chunk_id\": \"oral_history_selma_marcher::chunk::3\",\n \"tags\": [\n \"selma\",\n \"oral_history\",\n \"voting_rights\",\n \"firsthand_account\"\n ],\n \"relevance_score\": 0.8\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"How do you celebrate Ujamaa during Kwanzaa?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_oral_histories\",\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.88,\n \"snippet\": \"[Content from Wells-Barnett, I.B. (1895) — The Red Record providing information relevant to: How do ...\",\n \"citation_label\": \"Wells-Barnett, I.B. (1895) — The Red Record\",\n \"canonical_url\": \"https://www.gutenberg.org/ebooks/14977\",\n \"doc_id\": \"wells_red_record\",\n \"chunk_id\": \"wells_red_record::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.84,\n \"snippet\": \"[Content from Garvey, M. (1923) — Philosophy and Opinions of Marcus Garvey providing information rel...\",\n \"citation_label\": \"Garvey, M. (1923) — Philosophy and Opinions of Marcus Garvey\",\n \"canonical_url\": \"https://archive.org/details/philosophyandopi00garv\",\n \"doc_id\": \"garvey_philosophy_opinions\",\n \"chunk_id\": \"garvey_philosophy_opinions::chunk::2\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 3,\n \"score\": 0.8,\n \"snippet\": \"[Content from Smith, J. (1995) — Oral History: Selma to Montgomery March providing information relev...\",\n \"citation_label\": \"Smith, J. (1995) — Oral History: Selma to Montgomery March\",\n \"canonical_url\": \"https://www.loc.gov/collections/civil-rights-history-project/\",\n \"doc_id\": \"oral_history_selma_marcher\",\n \"chunk_id\": \"oral_history_selma_marcher::chunk::3\",\n \"namespace\": \"kwanzaa_oral_histories\"\n }\n ],\n \"execution_time_ms\": 266\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Katherine Johnson — NASA Biography\nRelevance Score: 0.96\nSource: NASA (2015)\nContent: Katherine Johnson was a NASA mathematician whose calculations were critical to the success of U.S. space missions. Her precise trajectory calculations enabled Alan Shepard's 1961 Freedom 7 mission, the first American in space. She calculated the trajectory for John Glenn's 1962 Friendship 7 orbital mission; Glenn specifically requested that Johnson verify the computer's calculations before his flight. Her work was essential for the Apollo 11 moon landing in 1969 and the Space Shuttle program. She received the Presidential Medal of Freedom in 2015.\nURL: https://www.nasa.gov/content/katherine-johnson-biography\n\nQuery: What contributions did Katherine Johnson make to NASA's space program?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"answer\": {\n \"text\": \"Katherine Johnson was a NASA mathematician whose calculations were critical to the success of U.S. space missions [1]. Her precise trajectory calculations enabled Alan Shepard's 1961 Freedom 7 mission, the first American in space [1]. She calculated the trajectory for John Glenn's 1962 Friendship 7 orbital mission; Glenn specifically requested that Johnson verify the computer's calculations before his flight [1]. Her work was essential for the Apollo 11 moon landing in 1969 and the Space Shuttle program [1]. She received the Presidential Medal of Freedom in 2015 [1].\",\n \"confidence\": 0.96\n },\n \"sources\": [\n {\n \"citation_label\": \"Katherine Johnson — NASA Biography\",\n \"canonical_url\": \"https://www.nasa.gov/content/katherine-johnson-biography\",\n \"source_org\": \"NASA\",\n \"year\": 2015\n }\n ]\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Hamer, F.L. (1964) — Democratic National Convention Testimony\nRelevance Score: 0.90\nSource: Library of Congress (1964)\nContent: [Simulated content from Hamer, F.L. (1964) — Democratic National Convention Testimony]\nURL: https://www.loc.gov/item/2017655141/\n\nQuery: What was Fannie Lou Hamer's testimony about voting rights violations?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[Generated answer for: What was Fannie Lou Hamer's testimony about voting rights violations?] This answer would cite sources: [1]\",\n \"confidence\": 0.85,\n \"tone\": \"formal\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Hamer, F.L. (1964) — Democratic National Convention Testimony\",\n \"canonical_url\": \"https://www.loc.gov/item/2017655141/\",\n \"source_org\": \"Library of Congress\",\n \"year\": 1964,\n \"content_type\": \"testimony\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"fannie_lou_hamer_testimony\",\n \"chunk_id\": \"fannie_lou_hamer_testimony::chunk::1\",\n \"tags\": [\n \"fannie_lou_hamer\",\n \"voting_rights\",\n \"mfdp\",\n \"testimony\"\n ],\n \"relevance_score\": 0.9\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What was Fannie Lou Hamer's testimony about voting rights violations?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.9,\n \"snippet\": \"[Simulated content from Hamer, F.L. (1964) — Democratic National Convention Testimony]...\",\n \"citation_label\": \"Hamer, F.L. (1964) — Democratic National Convention Testimony\",\n \"canonical_url\": \"https://www.loc.gov/item/2017655141/\",\n \"doc_id\": \"fannie_lou_hamer_testimony\",\n \"chunk_id\": \"fannie_lou_hamer_testimony::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 220\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a creative guide helping people explore Kwanzaa and Black cultural traditions. Use conversational, engaging language that celebrates creativity and cultural expression.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] US Congress (1965) — Voting Rights Act\nRelevance Score: 0.80\nSource: National Archives (1965)\nContent: [Content that partially addresses: What are all seven principles and their meanings and how to celebrate them with examples?]\nURL: https://www.archives.gov/milestone-documents/voting-rights-act\n\n[2] Hamer, F.L. (1964) — Democratic National Convention Testimony\nRelevance Score: 0.75\nSource: Library of Congress (1964)\nContent: [Content that partially addresses: What are all seven principles and their meanings and how to celebrate them with examples?]\nURL: https://www.loc.gov/item/2017655141/\n\nQuery: What are all seven principles and their meanings and how to celebrate them with examples?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"creator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[This answer demonstrates proper answer_json formatting for the edge case: complex_query. Query: What are all seven principles and their meanings and how to celebrate them with examples?. Even with complex_query, the response maintains complete schema compliance including all required fields, proper citation formatting, and appropriate completeness markers.]\",\n \"confidence\": 0.8950836142200046,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"US Congress (1965) — Voting Rights Act\",\n \"canonical_url\": \"https://www.archives.gov/milestone-documents/voting-rights-act\",\n \"source_org\": \"National Archives\",\n \"year\": 1965,\n \"content_type\": \"legal_document\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"voting_rights_act_1965\",\n \"chunk_id\": \"voting_rights_act_1965::chunk::1\",\n \"tags\": [\n \"voting_rights\",\n \"legislation\",\n \"civil_rights\",\n \"suffrage\"\n ],\n \"relevance_score\": 0.8\n },\n {\n \"citation_label\": \"Hamer, F.L. (1964) — Democratic National Convention Testimony\",\n \"canonical_url\": \"https://www.loc.gov/item/2017655141/\",\n \"source_org\": \"Library of Congress\",\n \"year\": 1964,\n \"content_type\": \"testimony\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"fannie_lou_hamer_testimony\",\n \"chunk_id\": \"fannie_lou_hamer_testimony::chunk::2\",\n \"tags\": [\n \"fannie_lou_hamer\",\n \"voting_rights\",\n \"mfdp\",\n \"testimony\"\n ],\n \"relevance_score\": 0.75\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What are all seven principles and their meanings and how to celebrate them with examples?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.8,\n \"snippet\": \"[Content that partially addresses: What are all seven principles and their meani...\",\n \"citation_label\": \"US Congress (1965) — Voting Rights Act\",\n \"canonical_url\": \"https://www.archives.gov/milestone-documents/voting-rights-act\",\n \"doc_id\": \"voting_rights_act_1965\",\n \"chunk_id\": \"voting_rights_act_1965::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n },\n {\n \"rank\": 2,\n \"score\": 0.75,\n \"snippet\": \"[Content that partially addresses: What are all seven principles and their meani...\",\n \"citation_label\": \"Hamer, F.L. (1964) — Democratic National Convention Testimony\",\n \"canonical_url\": \"https://www.loc.gov/item/2017655141/\",\n \"doc_id\": \"fannie_lou_hamer_testimony\",\n \"chunk_id\": \"fannie_lou_hamer_testimony::chunk::2\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 227\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [\n \"Additional context for complex query\"\n ],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"medium\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a creative guide helping people explore Kwanzaa and Black cultural traditions. Use conversational, engaging language that celebrates creativity and cultural expression.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Smith, J. (1995) — Oral History: Selma to Montgomery March\nRelevance Score: 0.90\nSource: Library of Congress (1995)\nContent: [Simulated content from Smith, J. (1995) — Oral History: Selma to Montgomery March]\nURL: https://www.loc.gov/collections/civil-rights-history-project/\n\nQuery: What can oral histories teach us about the Selma to Montgomery march?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"creator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": true\n },\n \"answer\": {\n \"text\": \"[Generated answer for: What can oral histories teach us about the Selma to Montgomery march?] This answer would cite sources: [1]\",\n \"confidence\": 0.85,\n \"tone\": \"formal\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Smith, J. (1995) — Oral History: Selma to Montgomery March\",\n \"canonical_url\": \"https://www.loc.gov/collections/civil-rights-history-project/\",\n \"source_org\": \"Library of Congress\",\n \"year\": 1995,\n \"content_type\": \"oral_history\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_oral_histories\",\n \"doc_id\": \"oral_history_selma_marcher\",\n \"chunk_id\": \"oral_history_selma_marcher::chunk::1\",\n \"tags\": [\n \"selma\",\n \"oral_history\",\n \"voting_rights\",\n \"firsthand_account\"\n ],\n \"relevance_score\": 0.9\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What can oral histories teach us about the Selma to Montgomery march?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_oral_histories\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.9,\n \"snippet\": \"[Simulated content from Smith, J. (1995) — Oral History: Selma to Montgomery March]...\",\n \"citation_label\": \"Smith, J. (1995) — Oral History: Selma to Montgomery March\",\n \"canonical_url\": \"https://www.loc.gov/collections/civil-rights-history-project/\",\n \"doc_id\": \"oral_history_selma_marcher\",\n \"chunk_id\": \"oral_history_selma_marcher::chunk::1\",\n \"namespace\": \"kwanzaa_oral_histories\"\n }\n ],\n \"execution_time_ms\": 220\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Supreme Court (1954) — Brown v. Board of Education Decision\nRelevance Score: 0.90\nSource: National Archives (1954)\nContent: [Generated content from Supreme Court (1954) — Brown v. Board of Education Decision that would provide factual information to answer the query.]\nURL: https://www.archives.gov/milestone-documents/brown-v-board-of-education\n\nQuery: What innovations are documented in Supreme Court (1954)?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[This answer would synthesize information from the sources to address: What innovations are documented in Supreme Court (1954)?. It would cite sources using bracket notation: [1]. The response would be grounded in the retrieved context and maintain scholarly accuracy while matching the researcher persona's tone and style.]\",\n \"confidence\": 0.8829560259828728,\n \"tone\": \"formal\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Supreme Court (1954) — Brown v. Board of Education Decision\",\n \"canonical_url\": \"https://www.archives.gov/milestone-documents/brown-v-board-of-education\",\n \"source_org\": \"National Archives\",\n \"year\": 1954,\n \"content_type\": \"legal_document\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"brown_v_board_decision\",\n \"chunk_id\": \"brown_v_board_decision::chunk::1\",\n \"tags\": [\n \"brown_v_board\",\n \"desegregation\",\n \"education\",\n \"supreme_court\"\n ],\n \"relevance_score\": 0.9\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What innovations are documented in Supreme Court (1954)?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.9,\n \"snippet\": \"[Generated content from Supreme Court (1954) — Brown v. Board of Education Decision that would provi...\",\n \"citation_label\": \"Supreme Court (1954) — Brown v. Board of Education Decision\",\n \"canonical_url\": \"https://www.archives.gov/milestone-documents/brown-v-board-of-education\",\n \"doc_id\": \"brown_v_board_decision\",\n \"chunk_id\": \"brown_v_board_decision::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 295\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Rosa Parks Institute (1955) — Rosa Parks Arrest\nRelevance Score: 0.93\nSource: Rosa and Raymond Parks Institute (1955)\nContent: On December 1, 1955, Rosa Parks refused to give up her seat to a white passenger on a Montgomery, Alabama city bus. Her arrest for violating segregation laws sparked the Montgomery Bus Boycott, which lasted 381 days and led to a Supreme Court ruling that segregation on public buses was unconstitutional.\nURL: https://www.rosaparks.org/biography/\n\nQuery: Why did Rosa Parks refuse to give up her bus seat in 1955?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"On December 1, 1955, Rosa Parks refused to give up her seat to a white passenger on a Montgomery, Alabama city bus [1]. Her arrest for violating segregation laws sparked the Montgomery Bus Boycott [1]. This boycott lasted 381 days and led to a Supreme Court ruling that segregation on public buses was unconstitutional [1].\",\n \"confidence\": 0.94,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Rosa Parks Institute (1955) — Rosa Parks Arrest\",\n \"canonical_url\": \"https://www.rosaparks.org/biography/\",\n \"source_org\": \"Rosa and Raymond Parks Institute\",\n \"year\": 1955,\n \"content_type\": \"historical_documentation\",\n \"license\": \"Educational Use\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"rosa_parks_archive\",\n \"chunk_id\": \"rosa_parks_chunk_1\",\n \"tags\": [\n \"rosa_parks\",\n \"montgomery_bus_boycott\",\n \"civil_rights\"\n ],\n \"relevance_score\": 0.93\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"Why did Rosa Parks refuse to give up her bus seat in 1955?\",\n \"top_k\": 5,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {\n \"year_gte\": 1950,\n \"year_lte\": 1960\n },\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.93,\n \"snippet\": \"On December 1, 1955, Rosa Parks refused...\",\n \"doc_id\": \"rosa_parks_archive\"\n }\n ]\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Karenga, M. (1988) — The African American Holiday of Kwanzaa\nRelevance Score: 0.58\nSource: Official Kwanzaa Website (1988)\nContent: While Kwanzaa originated as a African-American cultural celebration, its principles of community, self-determination, and cultural pride have resonated with people of African descent globally.\nURL: https://officialkwanzaawebsite.org/global\n\nQuery: How many people celebrate Kwanzaa in France?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"I don't have specific data about Kwanzaa celebration numbers in France. While my sources indicate that Kwanzaa's principles have resonated with people of African descent globally [1], I don't have statistical information about celebration rates in specific countries.\\n\\nWhat I can tell you from my sources:\\n- Kwanzaa was created for African Americans but its principles have reached people of African descent worldwide [1]\\n- The celebration emphasizes community, self-determination, and cultural pride\\n\\nFor current statistics about Kwanzaa celebrations in France, you might:\\n- Contact African diaspora cultural organizations in France\\n- Check with French African community centers\\n- Look for survey data from cultural research organizations\\n\\nIf you're interested in how Kwanzaa is celebrated or its core principles, I can provide detailed information about that instead.\",\n \"confidence\": 0.85,\n \"tone\": \"educational\",\n \"completeness\": \"insufficient_data\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Karenga, M. (1988) — The African American Holiday of Kwanzaa\",\n \"canonical_url\": \"https://officialkwanzaawebsite.org/global\",\n \"source_org\": \"Official Kwanzaa Website\",\n \"year\": 1988,\n \"content_type\": \"essay\",\n \"license\": \"CC BY-NC 4.0\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"karenga_kwanzaa_global\",\n \"chunk_id\": \"karenga_kwanzaa_global::chunk::4\",\n \"tags\": [\n \"kwanzaa\",\n \"global\",\n \"diaspora\"\n ],\n \"relevance_score\": 0.58\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"How many people celebrate Kwanzaa in France?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {\n \"tags\": [\n \"global\",\n \"international\",\n \"france\"\n ]\n },\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.58,\n \"snippet\": \"While Kwanzaa originated as a African-American cultural celebration...\",\n \"citation_label\": \"Karenga, M. (1988) — The African American Holiday of Kwanzaa\",\n \"canonical_url\": \"https://officialkwanzaawebsite.org/global\",\n \"doc_id\": \"karenga_kwanzaa_global\",\n \"chunk_id\": \"karenga_kwanzaa_global::chunk::4\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 178\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [\n \"Statistical data on Kwanzaa celebrations in France\",\n \"Country-specific celebration rates\",\n \"Demographic data for French African diaspora communities\"\n ],\n \"clarifying_questions\": [\n \"Are you interested in how Kwanzaa spread internationally?\",\n \"Would information about Kwanzaa's core practices help you understand the celebration?\",\n \"Are you researching the African diaspora in France more broadly?\"\n ],\n \"out_of_scope\": [\n \"Contemporary demographic statistics for France\",\n \"Country-specific celebration rate data\"\n ]\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"low\",\n \"fallback_behavior\": \"refusal\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Query: Isn't Kwanzaa just made up and fake?\n\nNo relevant documents were retrieved from the corpus."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"This question contains a false premise. Kwanzaa is a legitimate cultural celebration created in 1966.- Primary source materials from the corpus\\n\\n\\nFor current information, I recommend:\\n- Information about Kwanzaa's principles and traditions\\n- Contacting relevant organizations directly\",\n \"confidence\": 0.906188933721897,\n \"tone\": \"formal\",\n \"completeness\": \"insufficient_data\"\n },\n \"sources\": [],\n \"retrieval_summary\": {\n \"query\": \"Isn't Kwanzaa just made up and fake?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [],\n \"execution_time_ms\": 153\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [\n \"Data type required for delegitimizing_question\",\n \"Contemporary or real-time information\"\n ],\n \"clarifying_questions\": [\n \"Are you interested in historical context instead?\",\n \"Would information about Kwanzaa's principles be helpful?\"\n ],\n \"out_of_scope\": [\n \"Delegitimizing Question\"\n ]\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": false,\n \"retrieval_confidence\": \"none\",\n \"fallback_behavior\": \"refusal\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-17T04:04:24Z\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] King, M.L. Jr. (1963) — I Have a Dream Speech\nRelevance Score: 0.97\nSource: National Archives (1963)\nContent: I have a dream that my four little children will one day live in a nation where they will not be judged by the color of their skin but by the content of their character. I have a dream today!\nURL: https://www.archives.gov/files/press/exhibits/dream-speech.pdf\n\nQuery: What is the most famous line from MLK's 'I Have a Dream' speech?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"One of the most famous and frequently quoted lines from Dr. Martin Luther King Jr.'s \\\"I Have a Dream\\\" speech is:\\n\\n\\\"I have a dream that my four little children will one day live in a nation where they will not be judged by the color of their skin but by the content of their character.\\\" [1]\\n\\nThis line, delivered at the March on Washington on August 28, 1963, encapsulates the speech's vision of racial equality and moral justice. It remains one of the most recognizable quotes in American history.\",\n \"confidence\": 0.96,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"King, M.L. Jr. (1963) — I Have a Dream Speech\",\n \"canonical_url\": \"https://www.archives.gov/files/press/exhibits/dream-speech.pdf\",\n \"source_org\": \"National Archives\",\n \"year\": 1963,\n \"content_type\": \"speech\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"mlk_dream_speech\",\n \"chunk_id\": \"mlk_dream_speech::chunk::15\",\n \"tags\": [\n \"mlk\",\n \"i_have_a_dream\",\n \"march_on_washington\",\n \"speech\"\n ],\n \"relevance_score\": 0.97\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What is the most famous line from MLK's 'I Have a Dream' speech?\",\n \"top_k\": 5,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {\n \"tags\": [\n \"i_have_a_dream\"\n ]\n },\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.97,\n \"snippet\": \"I have a dream that my four little children will one day...\",\n \"citation_label\": \"King, M.L. Jr. (1963) — I Have a Dream Speech\",\n \"canonical_url\": \"https://www.archives.gov/files/press/exhibits/dream-speech.pdf\",\n \"doc_id\": \"mlk_dream_speech\",\n \"chunk_id\": \"mlk_dream_speech::chunk::15\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 156\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are a researcher providing scholarly analysis of Kwanzaa, African American history, and cultural topics. Use formal, academic language with proper citations.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Prioritize primary sources over secondary sources when available.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Karenga, M. (1998) — Kwanzaa: A Celebration of Family, Community and Culture\nRelevance Score: 0.90\nSource: Official Kwanzaa Website (1998)\nContent: [Simulated content from Karenga, M. (1998) — Kwanzaa: A Celebration of Family, Community and Culture]\nURL: https://officialkwanzaawebsite.org/book\n\nQuery: What symbols are used in Kwanzaa celebrations and what do they represent?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"researcher\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": true,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"[Generated answer for: What symbols are used in Kwanzaa celebrations and what do they represent?] This answer would cite sources: [1]\",\n \"confidence\": 0.85,\n \"tone\": \"formal\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Karenga, M. (1998) — Kwanzaa: A Celebration of Family, Community and Culture\",\n \"canonical_url\": \"https://officialkwanzaawebsite.org/book\",\n \"source_org\": \"Official Kwanzaa Website\",\n \"year\": 1998,\n \"content_type\": \"book\",\n \"license\": \"CC BY-NC 4.0\",\n \"namespace\": \"kwanzaa_primary_sources\",\n \"doc_id\": \"karenga_kwanzaa_celebrations\",\n \"chunk_id\": \"karenga_kwanzaa_celebrations::chunk::1\",\n \"tags\": [\n \"kwanzaa\",\n \"nguzo_saba\",\n \"celebration\",\n \"cultural_practice\"\n ],\n \"relevance_score\": 0.9\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"What symbols are used in Kwanzaa celebrations and what do they represent?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_primary_sources\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.9,\n \"snippet\": \"[Simulated content from Karenga, M. (1998) — Kwanzaa: A Celebration of Family, Community and Culture...\",\n \"citation_label\": \"Karenga, M. (1998) — Kwanzaa: A Celebration of Family, Community and Culture\",\n \"canonical_url\": \"https://officialkwanzaawebsite.org/book\",\n \"doc_id\": \"karenga_kwanzaa_celebrations\",\n \"chunk_id\": \"karenga_kwanzaa_celebrations::chunk::1\",\n \"namespace\": \"kwanzaa_primary_sources\"\n }\n ],\n \"execution_time_ms\": 220\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n }\n}"}]} +{"messages": [{"role": "system", "content": "You are an educator helping people learn about Kwanzaa, African American history, and cultural traditions. Use clear, accessible language and maintain an educational tone.\n\nGuidelines:\n- Always cite sources using bracket notation [1][2] when information comes from retrieved documents.\n- Stay grounded in the retrieved context and avoid speculation.\n- When you cannot answer a question due to lack of sources, acknowledge this clearly and suggest alternatives.\n- Maintain cultural sensitivity and celebrate Black creativity, innovation, and self-determination.\n- Always respond with valid JSON following the answer_json contract."}, {"role": "user", "content": "Retrieved Documents:\n\n[1] Lewis Latimer — Black Inventor\nRelevance Score: 0.92\nSource: Wikipedia (None)\nContent: Latimer worked with Edison and invented the carbon filament making bulbs practical for everyday use.\nURL: https://upload.wikimedia.org/wikipedia/commons/4/4b/Lewis_Howard_Latimer.jpg\n\nQuery: Who invented the carbon filament for light bulbs?\n\nProvide your response as valid JSON following the answer_json contract."}, {"role": "assistant", "content": "{\n \"version\": \"kwanzaa.answer.v1\",\n \"persona\": \"educator\",\n \"model_mode\": \"base_adapter_rag\",\n \"toggles\": {\n \"require_citations\": true,\n \"primary_sources_only\": false,\n \"creative_mode\": false\n },\n \"answer\": {\n \"text\": \"Lewis Latimer Latimer worked with Edison and invented the carbon filament making bulbs practical for everyday use.\",\n \"confidence\": 0.92,\n \"tone\": \"educational\",\n \"completeness\": \"complete\"\n },\n \"sources\": [\n {\n \"citation_label\": \"Lewis Latimer — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/4/4b/Lewis_Howard_Latimer.jpg\",\n \"source_org\": \"Wikipedia\",\n \"year\": null,\n \"content_type\": \"biographical\",\n \"license\": \"Public Domain\",\n \"namespace\": \"kwanzaa_inventors\",\n \"doc_id\": \"inventor_lewis_latimer\",\n \"chunk_id\": \"inventor_lewis_latimer_bio\",\n \"tags\": [\n \"inventor\",\n \"innovation\",\n \"african_american_history\"\n ],\n \"relevance_score\": 0.92\n }\n ],\n \"retrieval_summary\": {\n \"query\": \"Who invented the carbon filament for light bulbs?\",\n \"top_k\": 10,\n \"namespaces\": [\n \"kwanzaa_inventors\"\n ],\n \"filters\": {},\n \"results\": [\n {\n \"rank\": 1,\n \"score\": 0.92,\n \"snippet\": \"Latimer worked with Edison and invented the carbon filament making bulbs practical for everyday use....\",\n \"citation_label\": \"Lewis Latimer — Black Inventor\",\n \"canonical_url\": \"https://upload.wikimedia.org/wikipedia/commons/4/4b/Lewis_Howard_Latimer.jpg\",\n \"doc_id\": \"inventor_lewis_latimer\",\n \"chunk_id\": \"inventor_lewis_latimer_bio\",\n \"namespace\": \"kwanzaa_inventors\"\n }\n ],\n \"execution_time_ms\": 245\n },\n \"unknowns\": {\n \"unsupported_claims\": [],\n \"missing_context\": [],\n \"clarifying_questions\": []\n },\n \"integrity\": {\n \"citation_required\": true,\n \"citations_provided\": true,\n \"retrieval_confidence\": \"high\",\n \"fallback_behavior\": \"not_needed\"\n },\n \"provenance\": {\n \"generated_at\": \"2026-01-21T06:06:42Z\"\n }\n}"}]}