{
  "legislationId": "10_2331",
  "lastUpdate": "2026-05-23T16:43:15.027Z",
  "history": [
    {
      "timestamp": "2026-05-23T16:43:15.027Z",
      "source_url": "https://storage.googleapis.com/lustra-web-prod/pl/sejm/10/legislations/10_2331/text/index.html",
      "model": "deepseek-v4-pro",
      "prompt_sent": "\r\nYou are LEGISLATIVE SURGEON.\r\nYour task is to audit and repair the summary (JSON) for consistency with the source text (SOURCE).\r\nFUNDAMENTAL RULE: \"NO NEW INFORMATION\" (no new information).\r\nThe summary may only transform information contained in SOURCE (shorten, translate, summarize). It must not generate new information that is not present in SOURCE.\r\n\r\nVERIFICATION PROCEDURE (perform this for every sentence in the JSON):\r\nAsk yourself: \"Can I point to a specific fragment in SOURCE that confirms this statement?\"\r\nIF THE ANSWER IS \"YES\":\r\nThe information is confirmed by a quotation, synonym, or mathematical result from the data in the text.\r\nDECISION: Leave it unchanged.\r\nIF THE ANSWER IS \"NO\":\r\nThe information is not present in the text (it is a hallucination, external model knowledge, overinterpretation, or unnecessary extrapolation).\r\nDECISION: Remove that information or change it so that it is supported by the text.\r\nIF THE ANSWER IS \"IT DEPENDS\":\r\nThe text is unclear, and the summary is \"guessing\" (e.g. giving a specific example for a general term).\r\nDECISION: Be safe. Remove the guesswork. Use the terminology from the text.\r\n\r\nRISK CATEGORIES (special attention):\r\nDates (effective date vs start of financing).\r\nNumbers (specific amounts must follow from the text).\r\nEntities (who does what).\r\nScope (what the law covers and what it does not cover).\r\n\r\nINPUT:\r\n--- SOURCE_TEXT START ---\r\nDruk nr 2331 Warszawa, 11 marca 2026 r. SEJM RZECZYPOSPOLITEJ POLSKIEJ X kadencja Kandydat na stanowisko sędziego Trybunału Konstytucyjnego - Pani Magdalena Bentkowska. Tłoczono z polecenia Marszałka Sejmu Rzeczypospolitej Polskiej\r\n--- SOURCE_TEXT END ---\r\n\r\n--- FLAGGED_JSON START ---\r\n{\n  \"pl_ai_title\": \"Kandydatura na sędziego Trybunału Konstytucyjnego - Pani Magdalena Bentkowska\",\n  \"pl_summary\": \"Dokument przedstawia kandydaturę Pani Magdaleny Bentkowskiej na stanowisko sędziego Trybunału Konstytucyjnego. Nie zawiera on żadnych zmian w prawie ani przepisów wpływających na codzienne życie obywateli. Jest to jedynie formalne zgłoszenie kandydata do rozpatrzenia przez Sejm.\",\n  \"pl_key_points\": [\n    \"Sejm otrzymał kandydaturę Pani Magdaleny Bentkowskiej na sędziego Trybunału Konstytucyjnego.\",\n    \"Dokument nie wprowadza żadnych nowych praw, obowiązków ani zmian dla obywateli.\",\n    \"Jest to wyłącznie formalny krok w procedurze wyboru sędziego.\"\n  ],\n  \"eng_ai_title\": \"Candidacy for Constitutional Tribunal Judge - Ms. Magdalena Bentkowska\",\n  \"eng_summary\": \"This document presents the candidacy of Ms. Magdalena Bentkowska for the position of judge of the Constitutional Tribunal. It contains no changes to the law or regulations affecting citizens' daily lives. It is merely a formal submission of a candidate for consideration by the Sejm.\",\n  \"eng_key_points\": [\n    \"The Sejm received the candidacy of Ms. Magdalena Bentkowska for judge of the Constitutional Tribunal.\",\n    \"The document introduces no new rights, obligations, or changes for citizens.\",\n    \"It is solely a formal step in the judge selection procedure.\"\n  ],\n  \"de_ai_title\": \"Kandidatur für das Amt des Verfassungsrichters - Frau Magdalena Bentkowska\",\n  \"de_summary\": \"Dieses Dokument stellt die Kandidatur von Frau Magdalena Bentkowska für das Amt der Richterin am Verfassungsgerichtshof vor. Es enthält keine Gesetzesänderungen oder Vorschriften, die das tägliche Leben der Bürger betreffen. Es handelt sich lediglich um eine formelle Einreichung einer Kandidatin zur Prüfung durch den Sejm.\",\n  \"de_key_points\": [\n    \"Der Sejm hat die Kandidatur von Frau Magdalena Bentkowska für das Amt der Verfassungsrichterin erhalten.\",\n    \"Das Dokument führt keine neuen Rechte, Pflichten oder Änderungen für die Bürger ein.\",\n    \"Es ist lediglich ein formeller Schritt im Auswahlverfahren für Richter.\"\n  ],\n  \"fr_ai_title\": \"Candidature au poste de juge du Tribunal Constitutionnel - Mme Magdalena Bentkowska\",\n  \"fr_summary\": \"Ce document présente la candidature de Mme Magdalena Bentkowska au poste de juge du Tribunal Constitutionnel. Il ne contient aucune modification de la loi ou des règlements affectant la vie quotidienne des citoyens. Il s'agit simplement d'une soumission formelle d'une candidate à l'examen du Sejm.\",\n  \"fr_key_points\": [\n    \"Le Sejm a reçu la candidature de Mme Magdalena Bentkowska au poste de juge du Tribunal Constitutionnel.\",\n    \"Le document n'introduit aucun nouveau droit, obligation ou changement pour les citoyens.\",\n    \"Il s'agit uniquement d'une étape formelle dans la procédure de sélection des juges.\"\n  ],\n  \"es_ai_title\": \"Candidatura para juez del Tribunal Constitucional - Sra. Magdalena Bentkowska\",\n  \"es_summary\": \"Este documento presenta la candidatura de la Sra. Magdalena Bentkowska para el cargo de juez del Tribunal Constitucional. No contiene cambios en la ley ni regulaciones que afecten la vida cotidiana de los ciudadanos. Es simplemente una presentación formal de una candidata para la consideración del Sejm.\",\n  \"es_key_points\": [\n    \"El Sejm recibió la candidatura de la Sra. Magdalena Bentkowska para juez del Tribunal Constitucional.\",\n    \"El documento no introduce nuevos derechos, obligaciones ni cambios para los ciudadanos.\",\n    \"Es únicamente un paso formal en el procedimiento de selección de jueces.\"\n  ],\n  \"it_ai_title\": \"Candidatura a giudice del Tribunale Costituzionale - Sig.ra Magdalena Bentkowska\",\n  \"it_summary\": \"Questo documento presenta la candidatura della Sig.ra Magdalena Bentkowska alla carica di giudice del Tribunale Costituzionale. Non contiene modifiche legislative o regolamentari che incidano sulla vita quotidiana dei cittadini. Si tratta semplicemente di una presentazione formale di una candidata all'esame del Sejm.\",\n  \"it_key_points\": [\n    \"Il Sejm ha ricevuto la candidatura della Sig.ra Magdalena Bentkowska a giudice del Tribunale Costituzionale.\",\n    \"Il documento non introduce nuovi diritti, obblighi o modifiche per i cittadini.\",\n    \"È esclusivamente un passo formale nella procedura di selezione dei giudici.\"\n  ],\n  \"nl_ai_title\": \"Kandidatuur voor rechter van het Constitutioneel Hof - Mevrouw Magdalena Bentkowska\",\n  \"nl_summary\": \"Dit document presenteert de kandidatuur van mevrouw Magdalena Bentkowska voor de functie van rechter van het Constitutioneel Hof. Het bevat geen wetswijzigingen of regelgeving die van invloed zijn op het dagelijks leven van burgers. Het is slechts een formele indiening van een kandidaat ter overweging door de Sejm.\",\n  \"nl_key_points\": [\n    \"De Sejm heeft de kandidatuur van mevrouw Magdalena Bentkowska voor rechter van het Constitutioneel Hof ontvangen.\",\n    \"Het document introduceert geen nieuwe rechten, plichten of wijzigingen voor burgers.\",\n    \"Het is uitsluitend een formele stap in de selectieprocedure voor rechters.\"\n  ],\n  \"pt_ai_title\": \"Candidatura a juiz do Tribunal Constitucional - Sra. Magdalena Bentkowska\",\n  \"pt_summary\": \"Este documento apresenta a candidatura da Sra. Magdalena Bentkowska ao cargo de juíza do Tribunal Constitucional. Não contém alterações à lei ou regulamentos que afetem a vida quotidiana dos cidadãos. É apenas uma submissão formal de uma candidata para apreciação pelo Sejm.\",\n  \"pt_key_points\": [\n    \"O Sejm recebeu a candidatura da Sra. Magdalena Bentkowska para juíza do Tribunal Constitucional.\",\n    \"O documento não introduz novos direitos, obrigações ou alterações para os cidadãos.\",\n    \"É exclusivamente um passo formal no procedimento de seleção de juízes.\"\n  ],\n  \"category\": [\n    \"Courts and Law\"\n  ]\n}\r\n--- FLAGGED_JSON END ---\r\n\r\nOUTPUT:\r\nOnly the repaired JSON object compliant with the structure:\r\n{\r\n  \"pl_ai_title\": \"...\", \"pl_summary\": \"...\", \"pl_key_points\": [...],\r\n  \"eng_ai_title\": \"...\", \"eng_summary\": \"...\", \"eng_key_points\": [...],\r\n  \"de_ai_title\": \"...\", \"de_summary\": \"...\", \"de_key_points\": [...],\r\n  \"fr_ai_title\": \"...\", \"fr_summary\": \"...\", \"fr_key_points\": [...],\r\n  \"es_ai_title\": \"...\", \"es_summary\": \"...\", \"es_key_points\": [...],\r\n  \"it_ai_title\": \"...\", \"it_summary\": \"...\", \"it_key_points\": [...],\r\n  \"nl_ai_title\": \"...\", \"nl_summary\": \"...\", \"nl_key_points\": [...],\r\n  \"pt_ai_title\": \"...\", \"pt_summary\": \"...\", \"pt_key_points\": [...],\r\n  \"category\": [\"...\"]\r\n}\r\n\r\n",
      "ai_response_raw": "{\n  \"pl_ai_title\": \"Kandydatura na sędziego Trybunału Konstytucyjnego - Pani Magdalena Bentkowska\",\n  \"pl_summary\": \"Dokument przedstawia kandydaturę Pani Magdaleny Bentkowskiej na stanowisko sędziego Trybunału Konstytucyjnego.\",\n  \"pl_key_points\": [\n    \"Sejm otrzymał kandydaturę Pani Magdaleny Bentkowskiej na sędziego Trybunału Konstytucyjnego.\"\n  ],\n  \"eng_ai_title\": \"Candidacy for Constitutional Tribunal Judge - Ms. Magdalena Bentkowska\",\n  \"eng_summary\": \"This document presents the candidacy of Ms. Magdalena Bentkowska for the position of judge of the Constitutional Tribunal.\",\n  \"eng_key_points\": [\n    \"The Sejm received the candidacy of Ms. Magdalena Bentkowska for judge of the Constitutional Tribunal.\"\n  ],\n  \"de_ai_title\": \"Kandidatur für das Amt des Verfassungsrichters - Frau Magdalena Bentkowska\",\n  \"de_summary\": \"Dieses Dokument stellt die Kandidatur von Frau Magdalena Bentkowska für das Amt der Richterin am Verfassungsgerichtshof vor.\",\n  \"de_key_points\": [\n    \"Der Sejm hat die Kandidatur von Frau Magdalena Bentkowska für das Amt der Verfassungsrichterin erhalten.\"\n  ],\n  \"fr_ai_title\": \"Candidature au poste de juge du Tribunal Constitutionnel - Mme Magdalena Bentkowska\",\n  \"fr_summary\": \"Ce document présente la candidature de Mme Magdalena Bentkowska au poste de juge du Tribunal Constitutionnel.\",\n  \"fr_key_points\": [\n    \"Le Sejm a reçu la candidature de Mme Magdalena Bentkowska au poste de juge du Tribunal Constitutionnel.\"\n  ],\n  \"es_ai_title\": \"Candidatura para juez del Tribunal Constitucional - Sra. Magdalena Bentkowska\",\n  \"es_summary\": \"Este documento presenta la candidatura de la Sra. Magdalena Bentkowska para el cargo de juez del Tribunal Constitucional.\",\n  \"es_key_points\": [\n    \"El Sejm recibió la candidatura de la Sra. Magdalena Bentkowska para juez del Tribunal Constitucional.\"\n  ],\n  \"it_ai_title\": \"Candidatura a giudice del Tribunale Costituzionale - Sig.ra Magdalena Bentkowska\",\n  \"it_summary\": \"Questo documento presenta la candidatura della Sig.ra Magdalena Bentkowska alla carica di giudice del Tribunale Costituzionale.\",\n  \"it_key_points\": [\n    \"Il Sejm ha ricevuto la candidatura della Sig.ra Magdalena Bentkowska a giudice del Tribunale Costituzionale.\"\n  ],\n  \"nl_ai_title\": \"Kandidatuur voor rechter van het Constitutioneel Hof - Mevrouw Magdalena Bentkowska\",\n  \"nl_summary\": \"Dit document presenteert de kandidatuur van mevrouw Magdalena Bentkowska voor de functie van rechter van het Constitutioneel Hof.\",\n  \"nl_key_points\": [\n    \"De Sejm heeft de kandidatuur van mevrouw Magdalena Bentkowska voor rechter van het Constitutioneel Hof ontvangen.\"\n  ],\n  \"pt_ai_title\": \"Candidatura a juiz do Tribunal Constitucional - Sra. Magdalena Bentkowska\",\n  \"pt_summary\": \"Este documento apresenta a candidatura da Sra. Magdalena Bentkowska ao cargo de juíza do Tribunal Constitucional.\",\n  \"pt_key_points\": [\n    \"O Sejm recebeu a candidatura da Sra. Magdalena Bentkowska para juíza do Tribunal Constitucional.\"\n  ],\n  \"category\": [\n    \"Courts and Law\"\n  ]\n}"
    },
    {
      "timestamp": "2026-05-23T16:26:36.828Z",
      "source_url": "https://storage.googleapis.com/lustra-web-prod/pl/sejm/10/legislations/10_2331/text/index.html",
      "model": "gemini-flash-lite-latest",
      "prompt_sent": "\r\nROLE: Fact Checker.\r\nTASK: Compare SOURCE (the original) and SUMMARY (a summary prepared by another AI).\r\n\r\nYour goal is to detect \"FABRICATED SPECIFICS\" (Fabricated Entities) in SUMMARY.\r\n\r\nSOURCE:\r\nDruk nr 2331 Warszawa, 11 marca 2026 r. SEJM RZECZYPOSPOLITEJ POLSKIEJ X kadencja Kandydat na stanowisko sędziego Trybunału Konstytucyjnego - Pani Magdalena Bentkowska. Tłoczono z polecenia Marszałka Sejmu Rzeczypospolitej Polskiej\r\n\r\nSUMMARY TO EVALUATE:\r\nTitle: Candidacy for Constitutional Tribunal Judge - Ms. Magdalena Bentkowska\r\nSummary: This document presents the candidacy of Ms. Magdalena Bentkowska for the position of judge of the Constitutional Tribunal. It contains no changes to the law or regulations affecting citizens' daily lives. It is merely a formal submission of a candidate for consideration by the Sejm.\r\nKey Points: The Sejm received the candidacy of Ms. Magdalena Bentkowska for judge of the Constitutional Tribunal., The document introduces no new rights, obligations, or changes for citizens., It is solely a formal step in the judge selection procedure.\r\n\r\nEVALUATION RULES:\r\n1. Check all NUMBERS, DATES, and AMOUNTS in SUMMARY. If any of them is missing from SOURCE -> is_valid: false.\r\n2. Check all NAMES, ORGANIZATIONS, and PLACES in SUMMARY. If any of them is missing from SOURCE -> is_valid: false.\r\n3. Check all specific LEGAL ACTIONS. If that mechanism is not present in SOURCE -> is_valid: false.\r\n\r\nIMPORTANT: Abstract concepts (e.g. \"transparency\", \"trust\") are allowed as conclusions.\r\n\r\nOUTPUT (JSON):\r\n{\r\n  \"is_valid\": true/false,\r\n  \"issue\": \"fabricated_entity\" / \"contradiction\" / \"none\"\r\n}\r\n\r\nFORMATTING REQUIREMENTS:\r\n1. Respond ONLY with a raw JSON object.\r\n2. DO NOT use Markdown code blocks.\r\n3. DO NOT add any introductions or explanations before or after the JSON.\r\n4. The JSON must be valid and ready to parse.\r\n\r\n",
      "ai_response_raw": "{\n  \"is_valid\": false,\n  \"issue\": \"fabricated_entity\"\n}"
    },
    {
      "timestamp": "2026-05-23T16:15:02.894Z",
      "source_url": "https://storage.googleapis.com/lustra-web-prod/pl/sejm/10/legislations/10_2331/text/index.html",
      "model": "deepseek-v4-flash",
      "prompt_sent": "\r\nYou are an expert in the law of the Poland, whose task is to analyze bills, resolutions, and other legislative documents, and then prepare information from them in an accessible way for citizens. Your goal is to present information so that citizens can assess the impact of legislation on their lives themselves, even without specialized legislative knowledge. Focus on facts and the objective effects of the introduced changes, avoiding value judgments and personal opinions. All legal jargon is forbidden. Present information in a clear, concise, and engaging way, so that it is understandable to a person without legal education. Avoid long, complex sentences. Instead of writing \"the bill aims to amend the tax code...\", write \"Tax changes: new reliefs and obligations for...\". Continue your work until you solve your task. If you are not certain about the generated content, analyze the document again – do not guess. Plan your task well before starting it. In the summary and key points, if possible and justified, emphasize what specific benefits or effects (positive or negative) the law introduces for citizens' everyday life, their rights and obligations, personal finances, safety, and other important issues (e.g. categorical prohibitions and orders, or the most important specific financial and territorial allocations).\r\n\r\nYour response MUST be in JSON format - and contain the following keys.\r\nBefore returning the response, carefully verify that the entire JSON structure is 100% correct, including all commas, curly braces, square brackets, and quotation marks. Invalid JSON is unacceptable and will make it impossible to process your work.\r\n\r\nCarefully analyze the following text of the legal document. This is the content on the basis of which you must generate the summary and key points:\r\n--- DOCUMENT START ---\r\nDruk nr 2331 Warszawa, 11 marca 2026 r. SEJM RZECZYPOSPOLITEJ POLSKIEJ X kadencja Kandydat na stanowisko sędziego Trybunału Konstytucyjnego - Pani Magdalena Bentkowska. Tłoczono z polecenia Marszałka Sejmu Rzeczypospolitej Polskiej\r\n--- DOCUMENT END ---\r\n\r\nREMEMBER: Your response MUST be only a valid JSON object. Do not add any extra characters, comments, or text before the '{' character or after the '}' character. The entire response must be parseable as JSON.\r\nBased on the ABOVE document, fill in the JSON structure below:\r\nHere is the JSON structure I expect (fill it with content):\r\n{\r\n  \"pl_ai_title\": \"Nowy, krótki tytuł dla aktu prawnego po polsku, oddający sedno wprowadzanych zmian (np. maksymalnie 10-12 słów).\",\r\n  \"pl_summary\": \"2-3 zdania zwięzłego podsumowania treści aktu prawnego po polsku, napisane z perspektywy wpływu na życie codzienne obywateli.\",\r\n  \"pl_key_points\": [\r\n    \"Pierwszy krótki punkt po polsku dotyczący najważniejszych wprowadzanych rozwiązań lub zmian.\",\r\n    \"Drugi krótki punkt po polsku...\"\r\n  ],\r\n  \"eng_ai_title\": \"A new, short title for the legal act in English, capturing the essence of the changes (e.g., max 10-12 words).\",\r\n  \"eng_summary\": \"2-3 sentences summarizing the legal act in English, from the perspective of its impact on citizens' daily lives.\",\r\n  \"eng_key_points\": [\r\n    \"First short bullet point in English regarding the most important solutions or changes being introduced.\",\r\n    \"Second short bullet point in English...\"\r\n  ],\r\n  \"de_ai_title\": \"Ein neuer, kurzer Titel für das Rechtsdokument auf Deutsch, der den Kern der Änderungen erfasst (z.B. max. 10-12 Wörter).\",\r\n  \"de_summary\": \"2-3 Sätze Zusammenfassung des Rechtsdokuments auf Deutsch, aus der Perspektive seiner Auswirkungen auf das tägliche Leben der Bürger.\",\r\n  \"de_key_points\": [\r\n    \"Erster kurzer Stichpunkt auf Deutsch zu den wichtigsten eingeführten Lösungen oder Änderungen.\",\r\n    \"Zweiter kurzer Stichpunkt auf Deutsch...\"\r\n  ],\r\n  \"fr_ai_title\": \"Un nouveau titre court pour l'acte juridique en français, saisissant l'essence des changements (par exemple, 10-12 mots maximum).\",\r\n  \"fr_summary\": \"Résumé de 2-3 phrases de l'acte juridique en français, du point de vue de son impact sur la vie quotidienne des citoyens.\",\r\n  \"fr_key_points\": [\r\n    \"Premier court point en français concernant les solutions ou changements les plus importants introduits.\",\r\n    \"Deuxième court point en français...\"\r\n  ],\r\n  \"es_ai_title\": \"Un nuevo título breve para el acto jurídico en español, que recoja la esencia de los cambios (por ejemplo, máximo 10-12 palabras).\",\r\n  \"es_summary\": \"Resumen de 2-3 frases del acto jurídico en español, desde la perspectiva de su impacto en la vida cotidiana de los ciudadanos.\",\r\n  \"es_key_points\": [\r\n    \"Primer punto breve en español sobre las soluciones o cambios más importantes que se introducen.\",\r\n    \"Segundo punto breve en español...\"\r\n  ],\r\n  \"it_ai_title\": \"Un nuovo titolo breve per l'atto giuridico in italiano, che colga l'essenza delle modifiche (ad es. massimo 10-12 parole).\",\r\n  \"it_summary\": \"Riepilogo di 2-3 frasi dell'atto giuridico in italiano, dal punto di vista del suo impatto sulla vita quotidiana dei cittadini.\",\r\n  \"it_key_points\": [\r\n    \"Primo breve punto in italiano riguardante le soluzioni o le modifiche più importanti introdotte.\",\r\n    \"Secondo breve punto in italiano...\"\r\n  ],\r\n  \"nl_ai_title\": \"Een nieuwe, korte titel voor de rechtshandeling in het Nederlands, die de essentie van de wijzigingen weergeeft (bijv. max. 10-12 woorden).\",\r\n  \"nl_summary\": \"Samenvatting van 2-3 zinnen van de rechtshandeling in het Nederlands, vanuit het perspectief van de impact op het dagelijks leven van burgers.\",\r\n  \"nl_key_points\": [\r\n    \"Eerste korte punt in het Nederlands betreffende de belangrijkste geïntroduceerde oplossingen of wijzigingen.\",\r\n    \"Tweede korte punt in het Nederlands...\"\r\n  ],\r\n  \"pt_ai_title\": \"Um novo título curto para o ato jurídico em português, capturando a essência das mudanças (por exemplo, máx. 10-12 palavras).\",\r\n  \"pt_summary\": \"Resumo de 2-3 frases do ato jurídico em português, na perspetiva do seu impacto na vida quotidiana dos cidadãos.\",\r\n  \"pt_key_points\": [\r\n    \"Primeiro ponto curto em português sobre as soluções ou alterações mais importantes introduzidas.\",\r\n    \"Segundo ponto curto em português...\"\r\n  ],\r\n  \"category\": [\"Categorize the document into one category by default, based on the field it primarily concerns. Choose up to 3 if the document also touches upon SIGNIFICANT issues from other categories. You MUST select categories ONLY from the following list: Health, Education, Family, Taxes, Labor, Security, Environment, Courts and Law, Transport, Benefits, Real Estate, Media and Culture, Local Government, Migration, Agriculture, Public Investments, Informatization, Economy. If the document does not definitively fit any of these, you MUST use \\\"Other\\\". If you use \\\"Other\\\", it should be the ONLY category selected. Do NOT invent new categories. The response must be an array of strings, e.g., [\\\"Taxes\\\", \\\"Family\\\"].\"]\r\n}\r\n\r\n",
      "ai_response_raw": "{\n  \"pl_ai_title\": \"Kandydatura na sędziego Trybunału Konstytucyjnego - Pani Magdalena Bentkowska\",\n  \"pl_summary\": \"Dokument przedstawia kandydaturę Pani Magdaleny Bentkowskiej na stanowisko sędziego Trybunału Konstytucyjnego. Nie zawiera on żadnych zmian w prawie ani przepisów wpływających na codzienne życie obywateli. Jest to jedynie formalne zgłoszenie kandydata do rozpatrzenia przez Sejm.\",\n  \"pl_key_points\": [\n    \"Sejm otrzymał kandydaturę Pani Magdaleny Bentkowskiej na sędziego Trybunału Konstytucyjnego.\",\n    \"Dokument nie wprowadza żadnych nowych praw, obowiązków ani zmian dla obywateli.\",\n    \"Jest to wyłącznie formalny krok w procedurze wyboru sędziego.\"\n  ],\n  \"eng_ai_title\": \"Candidacy for Constitutional Tribunal Judge - Ms. Magdalena Bentkowska\",\n  \"eng_summary\": \"This document presents the candidacy of Ms. Magdalena Bentkowska for the position of judge of the Constitutional Tribunal. It contains no changes to the law or regulations affecting citizens' daily lives. It is merely a formal submission of a candidate for consideration by the Sejm.\",\n  \"eng_key_points\": [\n    \"The Sejm received the candidacy of Ms. Magdalena Bentkowska for judge of the Constitutional Tribunal.\",\n    \"The document introduces no new rights, obligations, or changes for citizens.\",\n    \"It is solely a formal step in the judge selection procedure.\"\n  ],\n  \"de_ai_title\": \"Kandidatur für das Amt des Verfassungsrichters - Frau Magdalena Bentkowska\",\n  \"de_summary\": \"Dieses Dokument stellt die Kandidatur von Frau Magdalena Bentkowska für das Amt der Richterin am Verfassungsgerichtshof vor. Es enthält keine Gesetzesänderungen oder Vorschriften, die das tägliche Leben der Bürger betreffen. Es handelt sich lediglich um eine formelle Einreichung einer Kandidatin zur Prüfung durch den Sejm.\",\n  \"de_key_points\": [\n    \"Der Sejm hat die Kandidatur von Frau Magdalena Bentkowska für das Amt der Verfassungsrichterin erhalten.\",\n    \"Das Dokument führt keine neuen Rechte, Pflichten oder Änderungen für die Bürger ein.\",\n    \"Es ist lediglich ein formeller Schritt im Auswahlverfahren für Richter.\"\n  ],\n  \"fr_ai_title\": \"Candidature au poste de juge du Tribunal Constitutionnel - Mme Magdalena Bentkowska\",\n  \"fr_summary\": \"Ce document présente la candidature de Mme Magdalena Bentkowska au poste de juge du Tribunal Constitutionnel. Il ne contient aucune modification de la loi ou des règlements affectant la vie quotidienne des citoyens. Il s'agit simplement d'une soumission formelle d'une candidate à l'examen du Sejm.\",\n  \"fr_key_points\": [\n    \"Le Sejm a reçu la candidature de Mme Magdalena Bentkowska au poste de juge du Tribunal Constitutionnel.\",\n    \"Le document n'introduit aucun nouveau droit, obligation ou changement pour les citoyens.\",\n    \"Il s'agit uniquement d'une étape formelle dans la procédure de sélection des juges.\"\n  ],\n  \"es_ai_title\": \"Candidatura para juez del Tribunal Constitucional - Sra. Magdalena Bentkowska\",\n  \"es_summary\": \"Este documento presenta la candidatura de la Sra. Magdalena Bentkowska para el cargo de juez del Tribunal Constitucional. No contiene cambios en la ley ni regulaciones que afecten la vida cotidiana de los ciudadanos. Es simplemente una presentación formal de una candidata para la consideración del Sejm.\",\n  \"es_key_points\": [\n    \"El Sejm recibió la candidatura de la Sra. Magdalena Bentkowska para juez del Tribunal Constitucional.\",\n    \"El documento no introduce nuevos derechos, obligaciones ni cambios para los ciudadanos.\",\n    \"Es únicamente un paso formal en el procedimiento de selección de jueces.\"\n  ],\n  \"it_ai_title\": \"Candidatura a giudice del Tribunale Costituzionale - Sig.ra Magdalena Bentkowska\",\n  \"it_summary\": \"Questo documento presenta la candidatura della Sig.ra Magdalena Bentkowska alla carica di giudice del Tribunale Costituzionale. Non contiene modifiche legislative o regolamentari che incidano sulla vita quotidiana dei cittadini. Si tratta semplicemente di una presentazione formale di una candidata all'esame del Sejm.\",\n  \"it_key_points\": [\n    \"Il Sejm ha ricevuto la candidatura della Sig.ra Magdalena Bentkowska a giudice del Tribunale Costituzionale.\",\n    \"Il documento non introduce nuovi diritti, obblighi o modifiche per i cittadini.\",\n    \"È esclusivamente un passo formale nella procedura di selezione dei giudici.\"\n  ],\n  \"nl_ai_title\": \"Kandidatuur voor rechter van het Constitutioneel Hof - Mevrouw Magdalena Bentkowska\",\n  \"nl_summary\": \"Dit document presenteert de kandidatuur van mevrouw Magdalena Bentkowska voor de functie van rechter van het Constitutioneel Hof. Het bevat geen wetswijzigingen of regelgeving die van invloed zijn op het dagelijks leven van burgers. Het is slechts een formele indiening van een kandidaat ter overweging door de Sejm.\",\n  \"nl_key_points\": [\n    \"De Sejm heeft de kandidatuur van mevrouw Magdalena Bentkowska voor rechter van het Constitutioneel Hof ontvangen.\",\n    \"Het document introduceert geen nieuwe rechten, plichten of wijzigingen voor burgers.\",\n    \"Het is uitsluitend een formele stap in de selectieprocedure voor rechters.\"\n  ],\n  \"pt_ai_title\": \"Candidatura a juiz do Tribunal Constitucional - Sra. Magdalena Bentkowska\",\n  \"pt_summary\": \"Este documento apresenta a candidatura da Sra. Magdalena Bentkowska ao cargo de juíza do Tribunal Constitucional. Não contém alterações à lei ou regulamentos que afetem a vida quotidiana dos cidadãos. É apenas uma submissão formal de uma candidata para apreciação pelo Sejm.\",\n  \"pt_key_points\": [\n    \"O Sejm recebeu a candidatura da Sra. Magdalena Bentkowska para juíza do Tribunal Constitucional.\",\n    \"O documento não introduz novos direitos, obrigações ou alterações para os cidadãos.\",\n    \"É exclusivamente um passo formal no procedimento de seleção de juízes.\"\n  ],\n  \"category\": [\"Courts and Law\"]\n}"
    },
    {
      "timestamp": "2026-05-22T16:27:47.076Z",
      "source_url": "https://storage.googleapis.com/lustra-web-prod/pl/sejm/10/legislations/10_2331/text/index.html",
      "model": "gemini-flash-lite-latest",
      "prompt_sent": "\r\nROLE: Fact Checker.\r\nTASK: Compare SOURCE (the original) and SUMMARY (a summary prepared by another AI).\r\n\r\nYour goal is to detect \"FABRICATED SPECIFICS\" (Fabricated Entities) in SUMMARY.\r\n\r\nSOURCE:\r\nDruk nr 2331 Warszawa, 11 marca 2026 r. SEJM RZECZYPOSPOLITEJ POLSKIEJ X kadencja Kandydat na stanowisko sędziego Trybunału Konstytucyjnego - Pani Magdalena Bentkowska. Tłoczono z polecenia Marszałka Sejmu Rzeczypospolitej Polskiej\r\n\r\nSUMMARY TO EVALUATE:\r\nTitle: Candidacy for Judge of the Constitutional Tribunal\r\nSummary: This document presents the candidacy of Ms. Magdalena Bentkowska for the position of judge of the Constitutional Tribunal. It does not contain any changes to the law or regulations affecting citizens' daily lives. It is solely an information about a candidate being submitted for consideration by the Sejm.\r\nKey Points: Ms. Magdalena Bentkowska has been nominated as a candidate for judge of the Constitutional Tribunal., The document introduces no new obligations, prohibitions, or benefits for citizens., The decision on the candidacy rests with the Sejm of the Republic of Poland.\r\n\r\nEVALUATION RULES:\r\n1. Check all NUMBERS, DATES, and AMOUNTS in SUMMARY. If any of them is missing from SOURCE -> is_valid: false.\r\n2. Check all NAMES, ORGANIZATIONS, and PLACES in SUMMARY. If any of them is missing from SOURCE -> is_valid: false.\r\n3. Check all specific LEGAL ACTIONS. If that mechanism is not present in SOURCE -> is_valid: false.\r\n\r\nIMPORTANT: Abstract concepts (e.g. \"transparency\", \"trust\") are allowed as conclusions.\r\n\r\nOUTPUT (JSON):\r\n{\r\n  \"is_valid\": true/false,\r\n  \"issue\": \"fabricated_entity\" / \"contradiction\" / \"none\"\r\n}\r\n\r\nFORMATTING REQUIREMENTS:\r\n1. Respond ONLY with a raw JSON object.\r\n2. DO NOT use Markdown code blocks.\r\n3. DO NOT add any introductions or explanations before or after the JSON.\r\n4. The JSON must be valid and ready to parse.\r\n\r\n",
      "ai_response_raw": "{\n  \"is_valid\": false,\n  \"issue\": \"fabricated_entity\"\n}"
    },
    {
      "timestamp": "2026-05-20T15:36:18.159Z",
      "source_url": "https://storage.googleapis.com/lustra-web-prod/pl/sejm/10/legislations/10_2331/text/index.html",
      "model": "deepseek-v4-flash",
      "prompt_sent": "\r\nYou are an expert in the law of the Poland, whose task is to analyze bills, resolutions, and other legislative documents, and then prepare information from them in an accessible way for citizens. Your goal is to present information so that citizens can assess the impact of legislation on their lives themselves, even without specialized legislative knowledge. Focus on facts and the objective effects of the introduced changes, avoiding value judgments and personal opinions. All legal jargon is forbidden. Present information in a clear, concise, and engaging way, so that it is understandable to a person without legal education. Avoid long, complex sentences. Instead of writing \"the bill aims to amend the tax code...\", write \"Tax changes: new reliefs and obligations for...\". Continue your work until you solve your task. If you are not certain about the generated content, analyze the document again – do not guess. Plan your task well before starting it. In the summary and key points, if possible and justified, emphasize what specific benefits or effects (positive or negative) the law introduces for citizens' everyday life, their rights and obligations, personal finances, safety, and other important issues (e.g. categorical prohibitions and orders, or the most important specific financial and territorial allocations).\r\n\r\nYour response MUST be in JSON format - and contain the following keys.\r\nBefore returning the response, carefully verify that the entire JSON structure is 100% correct, including all commas, curly braces, square brackets, and quotation marks. Invalid JSON is unacceptable and will make it impossible to process your work.\r\n\r\nCarefully analyze the following text of the legal document. This is the content on the basis of which you must generate the summary and key points:\r\n--- DOCUMENT START ---\r\nDruk nr 2331 Warszawa, 11 marca 2026 r. SEJM RZECZYPOSPOLITEJ POLSKIEJ X kadencja Kandydat na stanowisko sędziego Trybunału Konstytucyjnego - Pani Magdalena Bentkowska. Tłoczono z polecenia Marszałka Sejmu Rzeczypospolitej Polskiej\r\n--- DOCUMENT END ---\r\n\r\nREMEMBER: Your response MUST be only a valid JSON object. Do not add any extra characters, comments, or text before the '{' character or after the '}' character. The entire response must be parseable as JSON.\r\nBased on the ABOVE document, fill in the JSON structure below:\r\nHere is the JSON structure I expect (fill it with content):\r\n{\r\n  \"pl_ai_title\": \"Nowy, krótki tytuł dla aktu prawnego po polsku, oddający sedno wprowadzanych zmian (np. maksymalnie 10-12 słów).\",\r\n  \"pl_summary\": \"2-3 zdania zwięzłego podsumowania treści aktu prawnego po polsku, napisane z perspektywy wpływu na życie codzienne obywateli.\",\r\n  \"pl_key_points\": [\r\n    \"Pierwszy krótki punkt po polsku dotyczący najważniejszych wprowadzanych rozwiązań lub zmian.\",\r\n    \"Drugi krótki punkt po polsku...\"\r\n  ],\r\n  \"eng_ai_title\": \"A new, short title for the legal act in English, capturing the essence of the changes (e.g., max 10-12 words).\",\r\n  \"eng_summary\": \"2-3 sentences summarizing the legal act in English, from the perspective of its impact on citizens' daily lives.\",\r\n  \"eng_key_points\": [\r\n    \"First short bullet point in English regarding the most important solutions or changes being introduced.\",\r\n    \"Second short bullet point in English...\"\r\n  ],\r\n  \"de_ai_title\": \"Ein neuer, kurzer Titel für das Rechtsdokument auf Deutsch, der den Kern der Änderungen erfasst (z.B. max. 10-12 Wörter).\",\r\n  \"de_summary\": \"2-3 Sätze Zusammenfassung des Rechtsdokuments auf Deutsch, aus der Perspektive seiner Auswirkungen auf das tägliche Leben der Bürger.\",\r\n  \"de_key_points\": [\r\n    \"Erster kurzer Stichpunkt auf Deutsch zu den wichtigsten eingeführten Lösungen oder Änderungen.\",\r\n    \"Zweiter kurzer Stichpunkt auf Deutsch...\"\r\n  ],\r\n  \"fr_ai_title\": \"Un nouveau titre court pour l'acte juridique en français, saisissant l'essence des changements (par exemple, 10-12 mots maximum).\",\r\n  \"fr_summary\": \"Résumé de 2-3 phrases de l'acte juridique en français, du point de vue de son impact sur la vie quotidienne des citoyens.\",\r\n  \"fr_key_points\": [\r\n    \"Premier court point en français concernant les solutions ou changements les plus importants introduits.\",\r\n    \"Deuxième court point en français...\"\r\n  ],\r\n  \"es_ai_title\": \"Un nuevo título breve para el acto jurídico en español, que recoja la esencia de los cambios (por ejemplo, máximo 10-12 palabras).\",\r\n  \"es_summary\": \"Resumen de 2-3 frases del acto jurídico en español, desde la perspectiva de su impacto en la vida cotidiana de los ciudadanos.\",\r\n  \"es_key_points\": [\r\n    \"Primer punto breve en español sobre las soluciones o cambios más importantes que se introducen.\",\r\n    \"Segundo punto breve en español...\"\r\n  ],\r\n  \"it_ai_title\": \"Un nuovo titolo breve per l'atto giuridico in italiano, che colga l'essenza delle modifiche (ad es. massimo 10-12 parole).\",\r\n  \"it_summary\": \"Riepilogo di 2-3 frasi dell'atto giuridico in italiano, dal punto di vista del suo impatto sulla vita quotidiana dei cittadini.\",\r\n  \"it_key_points\": [\r\n    \"Primo breve punto in italiano riguardante le soluzioni o le modifiche più importanti introdotte.\",\r\n    \"Secondo breve punto in italiano...\"\r\n  ],\r\n  \"nl_ai_title\": \"Een nieuwe, korte titel voor de rechtshandeling in het Nederlands, die de essentie van de wijzigingen weergeeft (bijv. max. 10-12 woorden).\",\r\n  \"nl_summary\": \"Samenvatting van 2-3 zinnen van de rechtshandeling in het Nederlands, vanuit het perspectief van de impact op het dagelijks leven van burgers.\",\r\n  \"nl_key_points\": [\r\n    \"Eerste korte punt in het Nederlands betreffende de belangrijkste geïntroduceerde oplossingen of wijzigingen.\",\r\n    \"Tweede korte punt in het Nederlands...\"\r\n  ],\r\n  \"pt_ai_title\": \"Um novo título curto para o ato jurídico em português, capturando a essência das mudanças (por exemplo, máx. 10-12 palavras).\",\r\n  \"pt_summary\": \"Resumo de 2-3 frases do ato jurídico em português, na perspetiva do seu impacto na vida quotidiana dos cidadãos.\",\r\n  \"pt_key_points\": [\r\n    \"Primeiro ponto curto em português sobre as soluções ou alterações mais importantes introduzidas.\",\r\n    \"Segundo ponto curto em português...\"\r\n  ],\r\n  \"category\": [\"Categorize the document into one category by default, based on the field it primarily concerns. Choose up to 3 if the document also touches upon SIGNIFICANT issues from other categories. You MUST select categories ONLY from the following list: Health, Education, Family, Taxes, Labor, Security, Environment, Courts and Law, Transport, Benefits, Real Estate, Media and Culture, Local Government, Migration, Agriculture, Public Investments, Informatization, Economy. If the document does not definitively fit any of these, you MUST use \\\"Other\\\". If you use \\\"Other\\\", it should be the ONLY category selected. Do NOT invent new categories. The response must be an array of strings, e.g., [\\\"Taxes\\\", \\\"Family\\\"].\"]\r\n}\r\n\r\n",
      "ai_response_raw": "{\n  \"pl_ai_title\": \"Kandydatura na sędziego Trybunału Konstytucyjnego\",\n  \"pl_summary\": \"Dokument przedstawia kandydaturę Pani Magdaleny Bentkowskiej na stanowisko sędziego Trybunału Konstytucyjnego. Nie zawiera on żadnych zmian w prawie ani przepisów wpływających na życie obywateli. Jest to wyłącznie informacja o zgłoszeniu kandydata do rozpatrzenia przez Sejm.\",\n  \"pl_key_points\": [\n    \"Pani Magdalena Bentkowska została zgłoszona jako kandydat na sędziego Trybunału Konstytucyjnego.\",\n    \"Dokument nie wprowadza żadnych nowych obowiązków, zakazów ani przywilejów dla obywateli.\",\n    \"Decyzja w sprawie kandydatury należy do Sejmu Rzeczypospolitej Polskiej.\"\n  ],\n  \"eng_ai_title\": \"Candidacy for Judge of the Constitutional Tribunal\",\n  \"eng_summary\": \"This document presents the candidacy of Ms. Magdalena Bentkowska for the position of judge of the Constitutional Tribunal. It does not contain any changes to the law or regulations affecting citizens' daily lives. It is solely an information about a candidate being submitted for consideration by the Sejm.\",\n  \"eng_key_points\": [\n    \"Ms. Magdalena Bentkowska has been nominated as a candidate for judge of the Constitutional Tribunal.\",\n    \"The document introduces no new obligations, prohibitions, or benefits for citizens.\",\n    \"The decision on the candidacy rests with the Sejm of the Republic of Poland.\"\n  ],\n  \"de_ai_title\": \"Kandidatur für das Amt des Verfassungsrichters\",\n  \"de_summary\": \"Dieses Dokument stellt die Kandidatur von Frau Magdalena Bentkowska für das Amt der Richterin am Verfassungsgerichtshof vor. Es enthält keine Gesetzesänderungen oder Vorschriften, die das tägliche Leben der Bürger betreffen. Es handelt sich lediglich um die Information über eine dem Sejm zur Prüfung vorgelegte Kandidatur.\",\n  \"de_key_points\": [\n    \"Frau Magdalena Bentkowska wurde als Kandidatin für das Amt der Richterin am Verfassungsgerichtshof nominiert.\",\n    \"Das Dokument führt keine neuen Pflichten, Verbote oder Vergünstigungen für Bürger ein.\",\n    \"Die Entscheidung über die Kandidatur obliegt dem Sejm der Republik Polen.\"\n  ],\n  \"fr_ai_title\": \"Candidature au poste de juge du Tribunal constitutionnel\",\n  \"fr_summary\": \"Ce document présente la candidature de Mme Magdalena Bentkowska au poste de juge du Tribunal constitutionnel. Il ne contient aucune modification de la loi ni de règlement affectant la vie quotidienne des citoyens. Il s'agit uniquement d'une information sur une candidature soumise à l'examen du Sejm.\",\n  \"fr_key_points\": [\n    \"Mme Magdalena Bentkowska a été proposée comme candidate au poste de juge du Tribunal constitutionnel.\",\n    \"Le document n'introduit aucune nouvelle obligation, interdiction ou avantage pour les citoyens.\",\n    \"La décision concernant la candidature appartient au Sejm de la République de Pologne.\"\n  ],\n  \"es_ai_title\": \"Candidatura a juez del Tribunal Constitucional\",\n  \"es_summary\": \"Este documento presenta la candidatura de la Sra. Magdalena Bentkowska para el cargo de juez del Tribunal Constitucional. No contiene ningún cambio en la ley ni regulaciones que afecten la vida cotidiana de los ciudadanos. Es únicamente una información sobre una candidatura presentada para su consideración por el Sejm.\",\n  \"es_key_points\": [\n    \"La Sra. Magdalena Bentkowska ha sido nominada como candidata a juez del Tribunal Constitucional.\",\n    \"El documento no introduce nuevas obligaciones, prohibiciones ni beneficios para los ciudadanos.\",\n    \"La decisión sobre la candidatura recae en el Sejm de la República de Polonia.\"\n  ],\n  \"it_ai_title\": \"Candidatura a giudice del Tribunale Costituzionale\",\n  \"it_summary\": \"Questo documento presenta la candidatura della Sig.ra Magdalena Bentkowska alla carica di giudice del Tribunale Costituzionale. Non contiene modifiche legislative o regolamentari che incidano sulla vita quotidiana dei cittadini. Si tratta esclusivamente di un'informazione su una candidatura sottoposta all'esame del Sejm.\",\n  \"it_key_points\": [\n    \"La Sig.ra Magdalena Bentkowska è stata proposta come candidata a giudice del Tribunale Costituzionale.\",\n    \"Il documento non introduce nuovi obblighi, divieti o benefici per i cittadini.\",\n    \"La decisione sulla candidatura spetta al Sejm della Repubblica di Polonia.\"\n  ],\n  \"nl_ai_title\": \"Kandidatuur voor rechter van het Constitutioneel Hof\",\n  \"nl_summary\": \"Dit document presenteert de kandidatuur van mevrouw Magdalena Bentkowska voor de functie van rechter van het Constitutioneel Hof. Het bevat geen wetswijzigingen of regels die van invloed zijn op het dagelijks leven van burgers. Het is uitsluitend een informatie over een kandidaat die ter overweging aan de Sejm wordt voorgelegd.\",\n  \"nl_key_points\": [\n    \"Mevrouw Magdalena Bentkowska is voorgedragen als kandidaat voor rechter van het Constitutioneel Hof.\",\n    \"Het document introduceert geen nieuwe verplichtingen, verboden of voordelen voor burgers.\",\n    \"De beslissing over de kandidatuur is aan de Sejm van de Republiek Polen.\"\n  ],\n  \"pt_ai_title\": \"Candidatura a juiz do Tribunal Constitucional\",\n  \"pt_summary\": \"Este documento apresenta a candidatura da Sra. Magdalena Bentkowska ao cargo de juíza do Tribunal Constitucional. Não contém quaisquer alterações à lei ou regulamentos que afetem a vida quotidiana dos cidadãos. É apenas uma informação sobre uma candidatura submetida à apreciação do Sejm.\",\n  \"pt_key_points\": [\n    \"A Sra. Magdalena Bentkowska foi nomeada como candidata a juíza do Tribunal Constitucional.\",\n    \"O documento não introduz novas obrigações, proibições ou benefícios para os cidadãos.\",\n    \"A decisão sobre a candidatura cabe ao Sejm da República da Polónia.\"\n  ],\n  \"category\": [\"Courts and Law\"]\n}"
    }
  ]
}