{"cycle":1836,"split_counts":{"train":284,"validation":16,"test":20},"type_counts":{"preference_pair":{"train":284,"validation":16,"test":20},"sft_chat":{"train":419,"validation":24,"test":28},"reasoning_qa":{"train":137,"validation":5,"test":9},"judgment_label":{"train":284,"validation":16,"test":20},"tool_use_trace":{"train":971,"validation":58,"test":52},"agent_trajectory":{"train":2,"validation":0,"test":0},"source_index":{"train":1351,"validation":80,"test":88}},"stats":{"cycles:reasoning_qa:arabic":310,"attempts:reasoning_qa:systems_design":89,"last_attempt:reasoning_qa":1835,"harness_auto_select":983,"verifier_rejected":1358,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; الإجابة والخ":29,"outcome:tool_budget_exhausted":753,"fail_streak:reasoning_qa":2,"cycles:sft_helpful:english":269,"attempts:sft_helpful:systems_programming":45,"last_attempt:sft_helpful":1834,"rejected:verifier rejected (score N): no_invented_details; Response mentions 'LSAN (LeakS":1,"rejected:verifier rejected (score N): no_invented_details; Response mentions 'align_down'":1,"verifier_pass":1070,"records_written:sft_chat":770,"outcome:success":1083,"ok_cycles:sft_helpful":295,"fail_streak:sft_helpful":0,"cycles:judgment_dpo:arabic":241,"attempts:judgment_dpo:privacy_pii_handling":40,"last_attempt:judgment_dpo":1829,"pattern_relabeled":231,"records_written:preference_pair":474,"records_written:judgment_label":474,"ok_cycles:judgment_dpo":473,"fail_streak:judgment_dpo":0,"cycles:reasoning_qa:english":310,"attempts:reasoning_qa:science_general":88,"rejected:verifier rejected (score N): no_unsupported_claims; Step N claims N% photon loss":1,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; The reasonin":146,"cycles:agent_task:arabic":99,"attempts:agent_task:ml_engineering":17,"last_attempt:agent_task":1828,"rejected:agent_task did not finish cleanly: no_final_answer":53,"rejected:scenario missing/empty/junk -- rejected before generating":63,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; verified_befor":149,"fail_streak:agent_task":41,"attempts:reasoning_qa:security_analysis":88,"records_written:reasoning_qa":313,"ok_cycles:reasoning_qa":312,"attempts:reasoning_qa:tech_policy_ethics":88,"rejected:verifier rejected (score N): self_contained; السؤال والإجابة يشيران إلى 'النص' أ":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى 'النموذج' ":1,"cycles:agent_task:english":99,"attempts:agent_task:databases_sql":16,"cycles:sft_helpful:arabic":270,"attempts:sft_helpful:debugging":45,"attempts:reasoning_qa:software_architecture":89,"attempts:reasoning_qa:math_logic":89,"attempts:sft_helpful:security_hygiene":45,"rejected:verifier rejected (score N): answers_prompt; technically_correct; no_invented_de":121,"rejected:verifier rejected (score N): answers_prompt; response does not address the promp":1,"attempts:agent_task:tooling_workflows":16,"cycles:judgment_dpo:english":241,"attempts:judgment_dpo:credential_secret_handling":40,"attempts:sft_helpful:web_backend":45,"rejected:verifier rejected (score N): technically_correct; no_invented_details; The respo":16,"attempts:reasoning_qa:ml_research":89,"rejected:source too thin (N<N chars)":59,"rejected:verifier rejected (score N): no_unsupported_claims; The reasoning steps attribut":1,"attempts:judgment_dpo:destructive_action":40,"attempts:judgment_dpo:ambiguous_dual_use_build":40,"attempts:sft_helpful:databases_sql":45,"attempts:sft_helpful:algorithms":45,"attempts:agent_task:devops_infrastructure":17,"attempts:sft_helpful:data_engineering":45,"attempts:sft_helpful:devops_infrastructure":45,"rejected:verifier rejected (score N): no_invented_details; response includes version numb":1,"rejected:verifier rejected (score N): no_unsupported_claims; يذكر النص الأصلي أن Ark يدعم":1,"attempts:judgment_dpo:unsafe_code_execution":41,"attempts:sft_helpful:ml_engineering":45,"attempts:agent_task:frontend":16,"attempts:sft_helpful:frontend":45,"rejected:verifier rejected (score N): no_invented_details; Response contains invented det":3,"rejected:source is mostly navigation/list text (prose lines=N, prose share=N.N)":57,"attempts:sft_helpful:tooling_workflows":44,"rejected:verifier rejected (score N): no_invented_details; الرد يحتوي على تفاصيل مخترقة: ":1,"attempts:sft_helpful:docs_and_explanations":45,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات والإجابة تشير إلى '":2,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; السؤال والإج":9,"rejected:verifier rejected (score N): answers_prompt; no_invented_details; The response d":1,"rejected:verifier rejected (score N): no_invented_details; The response includes invented":2,"attempts:judgment_dpo:data_integrity_and_backups":40,"attempts:judgment_dpo:scope_creep_hidden_intent":40,"attempts:agent_task:web_backend":17,"turns_without_tool_call":3,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; السؤال والخط":32,"rejected:verifier rejected (score N): self_contained; The reasoning and answer refer impl":9,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; 'self_contai":8,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; الإشارات إلى":4,"attempts:agent_task:security_hygiene":16,"rejected:verifier rejected (score N): no_unsupported_claims; النص المصدر يُقطع قبل انتهاء":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تذكر 'العامل الطبيع":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى 'الظواهر ا":1,"rejected:verifier rejected (score N): no_invented_details; Response claims '[email]' appe":1,"rejected:verifier rejected (score N): no_unsupported_claims; The reasoning steps and answ":5,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى 'النموذج ا":1,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; الإجابة تشير":34,"rejected:verifier rejected (score N): no_invented_details; The response invents details n":7,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'Validat":1,"rejected:verifier rejected (score N): no_invented_details; The response suggests removing":1,"attempts:agent_task:algorithms":17,"attempts:judgment_dpo:unverifiable_claims_or_fabrication":40,"attempts:judgment_dpo:dependency_supply_chain_risk":41,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى سياق عام (":1,"attempts:agent_task:systems_programming":17,"rejected:verifier rejected (score N): no_invented_details; The response invents a typo fi":1,"rejected:verifier rejected (score N): self_contained; The reasoning and answer refer to c":7,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: The reaso":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; invented_":3,"rejected:verifier rejected (score N): no_invented_details; The response introduces a vari":2,"attempts:judgment_dpo:prompt_injection_or_instruction_override":40,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: The EU ad":1,"attempts:agent_task:data_engineering":16,"rejected:verifier rejected (score N): efficient_steps; تم تنفيذ أكثر من N استدعاءات أداة ":1,"rejected:model did not return parseable JSON with the required fields":24,"rejected:verifier rejected (score N): no_invented_details; invented identifier 'MAX_SEND_":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a 'puz":1,"attempts:judgment_dpo:overbroad_permissions_or_automation":40,"attempts:judgment_dpo:malicious_code_request":40,"attempts:agent_task:debugging":17,"rejected:verifier rejected (score N): no_invented_details; The response invents a 'Window":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'AUTO_":1,"attempts:agent_task:docs_and_explanations":16,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: 'In Febru":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; invented ":6,"rejected:verifier rejected (score N): no_invented_details; الرد يحتوي على تفاصيل مختلقة ل":2,"rejected:verifier rejected (score N): no_invented_details; self_contained; invented detai":8,"rejected:task_prompt/final_answer refers to the background material instead of being self":1,"rejected:verifier rejected (score N): no_invented_details; الرد يحتوي على تفاصيل مختلقة غ":1,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر أن بروتوكول OAuth ال":1,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر 'ساعات متجهية (Vecto":1,"rejected:verifier rejected (score N): no_invented_details; Invented details: The response":3,"rejected:verifier rejected (score N): no_invented_details; The response claims that PDO d":1,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; 'shared expe":1,"rejected:verifier rejected (score N): self_contained; steps_support_answer; no_unsupporte":2,"rejected:verifier rejected (score N): no_invented_details; The response claims 'This is a":1,"rejected:verifier rejected (score N): no_unsupported_claims; يذكر الإجابة أن S(n) غير قاب":1,"rejected:verifier rejected (score N): no_invented_details; الرد يحتوي على تفاصيل غير موجو":2,"rejected:verifier rejected (score N): no_invented_details; The response introduces a lear":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a Python":2,"verifier_unavailable":17,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; self_contain":2,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; الوكيل قام ببح":1,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر 'malloc' و'free' و'<":1,"rejected:verifier rejected (score N): no_invented_details; self_contained; response inven":2,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; refers to 't":8,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر أن TypeScript تُترجم":1,"rejected:verifier rejected (score N): no_invented_details; The response claims jOOλ N.N.N":1,"rejected:verifier rejected (score N): no_invented_details; الرد يحتوي على تفاصيل مخترعة: ":4,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى 'الخدمات ا":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a specifi":3,"rejected:verifier rejected (score N): no_invented_details; Response includes modification":1,"rejected:verifier rejected (score N): no_invented_details; القيمة 'random-string' لمعلمة ":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a source ":1,"rejected:verifier rejected (score N): no_invented_details; The response invents specific ":6,"rejected:verifier rejected (score N): no_invented_details; The response suggests using `s":1,"rejected:verifier rejected (score N): no_invented_details; Response introduces 'useShallo":1,"rejected:verifier rejected (score N): no_invented_details; The response claims Valgrind w":1,"rejected:verifier rejected (score N): no_invented_details; The response invents implement":4,"rejected:verifier rejected (score N): no_unsupported_claims; The reasoning steps claim th":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the attack":1,"rejected:verifier rejected (score N): no_invented_details; The response uses 'allow_origi":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a develo":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a folder":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى 'الخلفية ا":1,"rejected:verifier rejected (score N): no_unsupported_claims; The reasoning steps mention ":3,"rejected:verifier rejected (score N): no_invented_details; The response includes commands":1,"rejected:verifier rejected (score N): efficient_steps; verified_before_claiming; agent fa":1,"rejected:verifier rejected (score N): no_unsupported_claims; The source text is cut off m":1,"rejected:verifier rejected (score N): no_invented_details; The response claims AuthN reco":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces functi":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'Swift t":1,"rejected:verifier rejected (score N): no_invented_details; Response claims connectorx ver":1,"rejected:verifier rejected (score N): no_invented_details; The response suggests modifyin":1,"rejected:prompt was not written in arabic":28,"rejected:agent_task did not finish cleanly: no_tool_calls":6,"rejected:verifier rejected (score N): no_invented_details; The response introduces a func":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; Response ":11,"rejected:verifier rejected (score N): self_contained; السؤال والإجابة يشيران إلى سيناريو ":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: 'Empirica":1,"rejected:verifier rejected (score N): self_contained; The reasoning refers to 'the text' ":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a subquer":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a loop ov":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: 'Truncate":1,"rejected:rejected was not written in arabic":5,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'MyReq' ":1,"rejected:verifier rejected (score N): no_unsupported_claims; The reasoning steps introduc":2,"rejected:verifier rejected (score N): no_invented_details; The response invents a 'secret":1,"rejected:question/steps/answer refer to the source material (the example must be self-con":4,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر 'spark.rapids.parque":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تدّعي أن تأثير SZ ا":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'transfo":1,"rejected:verifier rejected (score N): no_invented_details; Response mentions 'Exit Code: ":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a grap":1,"rejected:final_answer was not written in arabic":2,"rejected:verifier rejected (score N): no_invented_details; self_contained; Prompt referen":1,"rejected:verifier rejected (score N): efficient_steps; verified_before_claiming; repeated":1,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر 'جمع قمامة تلقائي' ك":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'free(fr":1,"rejected:verifier rejected (score N): answers_prompt; response does not address the core ":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces gradie":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a 'propag":1,"rejected:verifier rejected (score N): no_invented_details; The healthcheck command uses '":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a 'max":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a 'bes":1,"rejected:verifier rejected (score N): efficient_steps; verified_before_claiming; calibrat":3,"rejected:verifier rejected (score N): no_invented_details; The response claims CockroachD":1,"rejected:verifier rejected (score N): no_invented_details; The response claims that Appwr":1,"rejected:verifier rejected (score N): no_invented_details; Response claims gzip reduces p":1,"rejected:verifier rejected (score N): no_invented_details; The response uses '--leak-chec":1,"rejected:verifier rejected (score N): efficient_steps; agent made multiple unsuccessful t":1,"rejected:verifier rejected (score N): no_invented_details; الـ healthcheck لخدمة oracle ي":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a `load_m":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the librar":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a detail":2,"rejected:verifier rejected (score N): no_invented_details; The response references line n":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a typo 'm":1,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; question and":6,"rejected:verifier rejected (score N): efficient_steps; Redundant tool calls: 'wikipedia_s":1,"rejected:verifier rejected (score N): no_invented_details; self_contained; invented ident":1,"rejected:verifier rejected (score N): no_invented_details; Response includes details not ":2,"rejected:verifier rejected (score N): no_invented_details; The response introduces a spec":1,"rejected:verifier rejected (score N): no_invented_details; The response references issue ":1,"rejected:verifier rejected (score N): no_invented_details; The response references a futu":2,"rejected:verifier rejected (score N): no_invented_details; The response invents a detail ":2,"rejected:verifier rejected (score N): self_contained; السؤال والإجابة يشيران إلى 'مواصفات":1,"rejected:verifier rejected (score N): no_invented_details; self_contained; invented_detai":6,"rejected:verifier rejected (score N): no_invented_details; The response invents a filenam":1,"rejected:verifier rejected (score N): no_invented_details; Response invents Python retry ":1,"rejected:verifier rejected (score N): no_unsupported_claims; النص المصدر لا يذكر أن PyTor":1,"rejected:verifier rejected (score N): self_contained; The reasoning and answer refer to '":5,"rejected:verifier rejected (score N): no_invented_details; The response includes a code e":2,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: The term ":1,"rejected:verifier rejected (score N): no_invented_details; self_contained; prompt referen":1,"rejected:verifier rejected (score N): no_invented_details; The response claims CTSS had '":1,"rejected:verifier rejected (score N): no_invented_details; The response includes specific":6,"rejected:duplicate (near-duplicate) of an existing record":1,"rejected:verifier rejected (score N): self_contained; The reasoning refers to 'the source":2,"rejected:verifier rejected (score N): self_contained; self_contained: prompt references a":1,"rejected:verifier rejected (score N): no_invented_details; The response invents steps not":2,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات والإجابة تشير ضمنًا":2,"rejected:verifier rejected (score N): no_unsupported_claims; النص المصدر لا يذكر أن الأفر":1,"rejected:verifier rejected (score N): no_invented_details; The response provides a Swift ":1,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; الإشارة إلى ":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the origin":1,"rejected:verifier rejected (score N): no_invented_details; self_contained; prompt mention":4,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'gradi":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a URL wi":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a SQL exa":1,"rejected:verifier rejected (score N): no_unsupported_claims; The reasoning mentions 'emai":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a health ":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the Ingres":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the bug is":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a suppres":2,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'player.":1,"rejected:verifier rejected (score N): no_invented_details; The response claims that addin":1,"rejected:verifier rejected (score N): no_invented_details; self_contained; The response i":3,"rejected:verifier rejected (score N): no_invented_details; self_contained; Prompt is inco":1,"rejected:verifier rejected (score N): no_invented_details; The response invents debugging":1,"rejected:verifier rejected (score N): no_invented_details; The response claims that a sha":1,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر 'نواة (Kernel)' كجزء":1,"rejected:verifier rejected (score N): no_invented_details; Invented detail: The source ma":1,"rejected:verifier rejected (score N): no_invented_details; Response claims refresh token ":1,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; 'Open Source":1,"rejected:verifier rejected (score N): no_invented_details; The response claims Hono's use":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تدعي أن جورج دبليو ":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; Line in N":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the result":1,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر حذف الشهادة الصادرة ":1,"rejected:verifier rejected (score N): no_invented_details; Response invents 'DangerousAcc":1,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; السؤال يشير ":1,"rejected:verifier rejected (score N): no_invented_details; response mentions increasing i":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: Step N me":2,"rejected:verifier rejected (score N): no_invented_details; response includes specific dom":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تذكر 'زيادة كفاءة ا":1,"rejected:verifier rejected (score N): efficient_steps; verified_before_claiming; Repeated":1,"rejected:verifier rejected (score N): no_invented_details; Response introduces 'st.write'":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions specific":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تذكر 'معالج TN Tran":1,"rejected:verifier rejected (score N): no_invented_details; The response includes 'setObj(":1,"rejected:verifier rejected (score N): no_invented_details; invented detail: 'https://your":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a functio":3,"rejected:verifier rejected (score N): no_invented_details; The response claims Niubash is":1,"rejected:verifier rejected (score N): no_invented_details; invented identifier 'RES-N [PN":1,"rejected:rejected response looks operationally detailed without a redaction marker -- dis":12,"rejected:verifier rejected (score N): no_invented_details; Invented detail: Aurora Postgr":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'Microso":1,"rejected:verifier rejected (score N): no_invented_details; The response uses `is_stop` fr":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a query ":1,"rejected:verifier rejected (score N): no_invented_details; The response recommends creati":1,"rejected:verifier rejected (score N): self_contained; the reasoning and answer refer to c":1,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; redundant tool":1,"records_written:agent_trajectory":3,"ok_cycles:agent_task":3,"rejected:verifier rejected (score N): efficient_steps; self_contained_task; repeated fetc":1,"rejected:verifier rejected (score N): efficient_steps; verified_before_claiming; Agent ma":1,"rejected:verifier rejected (score N): efficient_steps; verified_before_claiming; agent ma":1,"rejected:verifier rejected (score N): no_invented_details; The response claims 'no fix ma":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: 'Exact al":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'pytho":1,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; Repeated simil":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a decorat":1,"rejected:verifier rejected (score N): no_invented_details; Response introduces 'mut' in f":1,"rejected:verifier rejected (score N): no_unsupported_claims; The RICE framework is attrib":1,"rejected:verifier rejected (score N): no_invented_details; الدالة `readFile` تظهر في الاس":1,"rejected:verifier rejected (score N): no_invented_details; The response includes an examp":2,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: Step N li":1,"rejected:verifier rejected (score N): no_invented_details; Response includes invented det":4,"rejected:verifier rejected (score N): no_invented_details; The response introduces a code":1,"rejected:verifier rejected (score N): no_invented_details; Response introduces code detai":1,"rejected:verifier rejected (score N): no_unsupported_claims; The reasoning mentions 'tria":1,"rejected:verifier rejected (score N): no_invented_details; Response mentions error code '":1,"rejected:verifier rejected (score N): no_invented_details; The response claims that (( CO":1,"rejected:verifier rejected (score N): efficient_steps; honest_about_limits; repeated/near":1,"rejected:final_text was not written in arabic":14,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'subscri":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'RNFS'":1,"rejected:verifier rejected (score N): efficient_steps; calibrated_response; honest_about_":6,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; real_verificat":180,"rejected:verifier rejected (score N): no_invented_details; The response includes code and":1,"rejected:verifier rejected (score N): no_invented_details; The response adds error handli":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the source":1,"rejected:verifier rejected (score N): self_contained; prompt is not self-contained: it re":2,"rejected:verifier rejected (score N): efficient_steps; honest_about_limits; تم تنفيذ استع":1,"rejected:verifier rejected (score N): no_invented_details; The response claims a performa":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'rounds=":1,"rejected:verifier rejected (score N): efficient_steps; real_verification_used; calibrated":13,"rejected:verifier rejected (score N): efficient_steps; real_verification_used; honest_abo":3,"rejected:verifier rejected (score N): no_invented_details; Response invents details not p":3,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'MaxArtB":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a Sema":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير ضمنًا إلى 'الن":1,"rejected:verifier rejected (score N): no_invented_details; The response adds code for pri":1,"rejected:verifier rejected (score N): no_invented_details; The response claims SPSCommerc":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the Python":1,"rejected:answer too short (N<N chars)":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a 'valid_":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'your_":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the rebase":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; PyTorch v":1,"rejected:verifier rejected (score N): no_invented_details; Response invents a config fiel":1,"rejected:verifier rejected (score N): no_invented_details; الرد يستخدم أسماء متغيرات ودوا":1,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; calibrated_res":3,"rejected:verifier rejected (score N): efficient_steps; Tool step N (github_issues_search)":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'total":1,"rejected:prompt too long (N>N chars)":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'LFortra":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a bran":1,"rejected:verifier rejected (score N): self_contained; الإجابة تشير إلى 'البروتوكول التسلس":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the destru":1,"rejected:verifier rejected (score N): no_invented_details; Response includes 'X-Real-IP' ":1,"rejected:verifier rejected (score N): efficient_steps; real_verification_used; repeated t":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a cust":1,"rejected:verifier rejected (score N): no_invented_details; The response uses SGD with lea":1,"rejected:verifier rejected (score N): no_unsupported_claims; The reasoning attributes the":1,"rejected:verifier rejected (score N): self_contained; السؤال والإجابة يشيران إلى 'التلسكو":1,"rejected:verifier rejected (score N): no_invented_details; Response invents details not i":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: 'A notabl":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces code (":1,"rejected:verifier rejected (score N): no_invented_details; Response invents debugging ste":1,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر 'Managed Only' كنوع ":1,"rejected:verifier rejected (score N): no_invented_details; self_contained; Response intro":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the issue ":2,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تذكر 'كبار السن الذ":1,"rejected:verifier rejected (score N): efficient_steps; real_verification_used; self_conta":3,"rejected:verifier rejected (score N): self_contained; no_unsupported_claims; refers to 'ا":1,"rejected:verifier rejected (score N): efficient_steps; calibrated_response; self_containe":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: 'photosyn":1,"rejected:verifier rejected (score N): no_invented_details; Response mentions 'kid' in the":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a sign":1,"rejected:verifier rejected (score N): no_invented_details; الكود في الاستجابة يستخدم ssl.":1,"rejected:verifier rejected (score N): no_invented_details; The response adds 'proxy_set_h":1,"rejected:verifier rejected (score N): no_invented_details; The response suggests upgradin":1,"rejected:verifier rejected (score N): no_invented_details; The response claims YARN uses ":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'dista":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير ضمنًا إلى 'الو":1,"rejected:verifier rejected (score N): no_invented_details; invented_details: response inc":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a regex p":1,"rejected:verifier rejected (score N): no_unsupported_claims; Step N claims the CνB temper":1,"rejected:verifier rejected (score N): no_invented_details; Response invents implementatio":2,"rejected:verifier rejected (score N): no_invented_details; response claims Valgrind outpu":1,"rejected:verifier rejected (score N): efficient_steps; Too many tool calls: repeated sear":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a new ":1,"rejected:verifier rejected (score N): no_invented_details; response invents details not p":1,"rejected:verifier rejected (score N): no_invented_details; The response suggests using /(":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات والإجابة تشير ضمناً":1,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; تم استخدام است":1,"rejected:verifier rejected (score N): self_contained; prompt mentions 'CUDAOutOfMemoryErr":1,"rejected:verifier rejected (score N): no_invented_details; The response uses '.registerKr":1,"rejected:verifier rejected (score N): no_invented_details; Response mentions 'restart: tr":1,"rejected:verifier rejected (score N): no_invented_details; invented detail: response sugg":1,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر 'أدوات للتعادل (Equa":1,"rejected:verifier rejected (score N): self_contained; The reasoning and answer are self-c":1,"rejected:verifier rejected (score N): self_contained; The reasoning and answer refer to g":1,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; honest_about_l":2,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر مكتبة 'simplewebauth":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى 'النص' أو ":1,"rejected:verifier rejected (score N): no_unsupported_claims; Step N introduces unsupporte":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces `write":1,"rejected:verifier rejected (score N): no_unsupported_claims; الادعاء بوجود 'اكتشاف النمط ":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a healthc":1,"rejected:verifier rejected (score N): no_invented_details; Response invents behavior not ":1,"rejected:verifier rejected (score N): no_invented_details; The response includes 'types={":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a databas":1,"rejected:verifier rejected (score N): no_invented_details; Response mentions 'npm update'":1,"rejected:verifier rejected (score N): no_invented_details; The response claims that Nginx":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a commen":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces code a":1,"rejected:verifier rejected (score N): no_invented_details; The response claims hono/jsx/d":1,"rejected:verifier rejected (score N): self_contained; الإجابة تشير إلى أن المصدر لا يقدم ":1,"rejected:verifier rejected (score N): no_invented_details; The response adds token blackl":1,"rejected:verifier rejected (score N): no_unsupported_claims; Step N claims Conductor has ":1,"rejected:verifier rejected (score N): no_invented_details; The response claims Heroku Pos":1,"rejected:verifier rejected (score N): no_unsupported_claims; الادعاء بأن مدير القناة الحا":1,"rejected:verifier rejected (score N): no_invented_details; Response includes modified pro":1,"rejected:verifier rejected (score N): answers_prompt; no_invented_details; self_contained":2,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: 'One of t":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a conditi":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; Invented ":4,"rejected:verifier rejected (score N): no_invented_details; The response includes code tha":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a solutio":3,"rejected:verifier rejected (score N): no_invented_details; The response claims the crash ":1,"rejected:verifier rejected (score N): no_invented_details; The response adds code to regi":1,"rejected:verifier rejected (score N): no_invented_details; invented details: the response":1,"rejected:verifier rejected (score N): efficient_steps; calibrated_response; repeated fail":1,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; self_contained":1,"rejected:verifier rejected (score N): no_invented_details; The response claims Sail N.N.N":1,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; repeated/near-":2,"rejected:verifier rejected (score N): no_invented_details; The response adds '/logout' to":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a 'use":1,"rejected:verifier rejected (score N): efficient_steps; calibrated_response; repeated gith":1,"rejected:verifier rejected (score N): no_invented_details; Response introduces invented d":1,"rejected:verifier rejected (score N): no_invented_details; Response adds 'text-center' an":1,"rejected:verifier rejected (score N): no_invented_details; The response includes 'backgro":1,"rejected:verifier rejected (score N): no_invented_details; The response claims that mmap(":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a HEAD":1,"rejected:verifier rejected (score N): no_invented_details; Response introduces 'feat/call":1,"rejected:verifier rejected (score N): no_invented_details; The response includes details ":2,"rejected:verifier rejected (score N): no_invented_details; Response mentions 'llamacpp-gg":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تذكر 'سلوك سوقي غير":1,"rejected:verifier rejected (score N): no_invented_details; الرد يذكر أن الحزمة `android-s":1,"rejected:verifier rejected (score N): no_invented_details; Response invents code not pres":1,"rejected:verifier rejected (score N): no_invented_details; The response adds 'ports: N:N'":1,"rejected:verifier rejected (score N): no_invented_details; response claims the issue is '":1,"rejected:verifier rejected (score N): no_invented_details; response invents function 'isD":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'tunin":1,"rejected:verifier rejected (score N): no_invented_details; The response suggests using Da":1,"rejected:final_text too short (N<N chars)":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: Step N st":1,"rejected:verifier rejected (score N): no_invented_details; The response includes 'argocd ":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى 'التعلم ال":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'FOR U":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the patch ":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claims: referenc":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions intermed":1,"rejected:verifier rejected (score N): no_invented_details; The response claims 'node-m N.":1,"rejected:verifier rejected (score N): self_contained; prompt mentions code and valgrind o":1,"rejected:verifier rejected (score N): efficient_steps; honest_about_limits; Too many tool":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى 'الكتاب' و":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; uses depr":1,"rejected:verifier rejected (score N): no_invented_details; الاسم 'إدغار إف. كوود' مخالف ل":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'Teach":1,"rejected:verifier rejected (score N): no_invented_details; Response introduces Prisma.sql":1,"rejected:verifier rejected (score N): no_invented_details; The response includes 'SCN war":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: The Haber":1,"rejected:verifier rejected (score N): no_invented_details; Response invents a `count_toke":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى 'AEPF' كإط":1,"rejected:verifier rejected (score N): self_contained; The reasoning refers to 'the paper'":1,"rejected:verifier rejected (score N): no_invented_details; The response adds an 'expiresI":1,"rejected:verifier rejected (score N): efficient_steps; honest_about_limits; inefficient t":1,"rejected:verifier rejected (score N): no_invented_details; The response includes code exa":1,"rejected:verifier rejected (score N): no_invented_details; Response introduces 'Controlle":1,"rejected:verifier rejected (score N): self_contained; refers to 'الرسم التخطيطي البديل' a":1,"rejected:verifier rejected (score N): no_invented_details; The response claims RTA* was i":1,"rejected:verifier rejected (score N): no_unsupported_claims; الإجابة تتضمن تفاصيل دقيقة (":1,"rejected:verifier rejected (score N): no_invented_details; Response invents a specific fi":1,"rejected:verifier rejected (score N): self_contained; The reasoning and answer refer to i":1,"rejected:verifier rejected (score N): no_unsupported_claims; The claim that [SN,SN,SN] is":1,"rejected:verifier rejected (score N): no_invented_details; The response uses 'REQUESTN_UR":1,"rejected:verifier rejected (score N): no_invented_details; Response invents date ranges (":1,"rejected:verifier rejected (score N): no_invented_details; response mentions 'ref_model' ":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; The Kafka":1,"rejected:verifier rejected (score N): self_contained; refers to 'the article' or 'the sou":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تدّعي أن الفيلم صدر":1,"rejected:verifier rejected (score N): answers_prompt; no_invented_details; response does ":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: 'Existent":1,"rejected:verifier rejected (score N): no_invented_details; The response claims that `rust":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; The custo":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a package":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'CVE-N-N":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a stored ":1,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; Repeated near-":1,"rejected:verifier rejected (score N): no_invented_details; The response references a 'pat":1,"rejected:verifier rejected (score N): no_invented_details; Response mentions 'moonbitlang":1,"rejected:task_prompt was not written in arabic":1,"rejected:verifier rejected (score N): no_invented_details; The response specifies a TTL o":1,"rejected:verifier rejected (score N): self_contained; prompt mentions code that uses 'awa":1,"rejected:verifier rejected (score N): no_invented_details; The response includes pseudoco":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات والإجابة لا تشير إل":1,"rejected:verifier rejected (score N): no_invented_details; Response mentions 'ddict' and ":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a specif":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'flex-":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces a typo":1,"rejected:verifier rejected (score N): no_invented_details; Response adds 'zone' and 'keep":1,"rejected:verifier rejected (score N): no_invented_details; Response includes specific con":1,"rejected:verifier rejected (score N): no_invented_details; Invented issue number #N: the ":1,"rejected:verifier rejected (score N): no_invented_details; Response adds 'refused' and 'p":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'colum":1,"rejected:verifier rejected (score N): no_invented_details; The response claims this is a ":2,"rejected:verifier rejected (score N): no_invented_details; The response includes a kN scr":1,"rejected:verifier rejected (score N): no_invented_details; Response claims 'backend: mlx'":1,"rejected:verifier rejected (score N): no_invented_details; invented details: the source m":1,"rejected:verifier rejected (score N): no_invented_details; The response adds a HEALTHCHEC":1,"rejected:verifier rejected (score N): self_contained; refers to 'the article' or 'the tex":1,"rejected:verifier rejected (score N): efficient_steps; real_verification_used; Repeated f":1,"rejected:verifier rejected (score N): efficient_steps; real_verification_used; Inefficien":1,"rejected:verifier rejected (score N): efficient_steps; grounded_tool_args; Repeated and r":1,"rejected:verifier rejected (score N): no_invented_details; الاستثناء المخصص 'ParquetError":1,"rejected:verifier rejected (score N): no_invented_details; Response invents a 'request_id":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير إلى تحليل تهدي":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces an inv":1,"rejected:verifier rejected (score N): self_contained; السؤال والإجابة يشيران إلى 'معمّد K":1,"rejected:verifier rejected (score N): no_invented_details; The response includes an inven":1,"rejected:verifier rejected (score N): no_invented_details; The response claims 'No other ":1,"rejected:verifier rejected (score N): self_contained; the reasoning refers to 'the paper'":1,"rejected:verifier rejected (score N): no_invented_details; Response invents configuration":1,"rejected:verifier rejected (score N): no_invented_details; The response suggests using 's":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a subque":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تذكر إنزيم RuBisCO ":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a `decode":1,"rejected:verifier rejected (score N): self_contained; prompt mentions 'trtllm-bench' fail":1,"rejected:verifier rejected (score N): no_invented_details; The response uses hardcoded va":1,"rejected:verifier rejected (score N): no_invented_details; The response includes 'model.g":1,"rejected:verifier rejected (score N): self_contained; prompt mentions Python N.N, but sou":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تذكر طول الجسر العل":1,"rejected:verifier rejected (score N): no_invented_details; The response references a spec":1,"rejected:verifier rejected (score N): no_invented_details; The response suggests using a ":1,"rejected:verifier rejected (score N): no_invented_details; The response claims the certif":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تذكر 'التمييز، أو ا":1,"rejected:verifier rejected (score N): no_invented_details; Response invents a call to 'cu":1,"rejected:verifier rejected (score N): self_contained; refers to 'the article' implicitly ":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces specif":2,"rejected:verifier rejected (score N): efficient_steps; Inefficient tool usage: repeated o":1,"rejected:verifier rejected (score N): no_invented_details; The response claims that lookb":1,"rejected:verifier rejected (score N): answers_prompt; no_invented_details; response intro":1,"rejected:verifier rejected (score N): no_invented_details; The response invents a Java me":1,"rejected:verifier rejected (score N): no_invented_details; The response claims POST can b":1,"rejected:verifier rejected (score N): no_invented_details; The response invents an exampl":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions 'birth t":1,"rejected:verifier rejected (score N): no_invented_details; The response includes a Docker":1,"rejected:verifier rejected (score N): no_invented_details; The response mentions accessin":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات تشير ضمنًا إلى محتو":1,"rejected:verifier rejected (score N): no_invented_details; The response suggests using `h":1,"rejected:verifier rejected (score N): no_invented_details; Response includes 'N' permissi":1,"rejected:verifier rejected (score N): self_contained; السؤال والجواب غير محتويين ذاتيًا: ":1,"rejected:verifier rejected (score N): no_invented_details; The response invents API detai":1,"rejected:verifier rejected (score N): no_invented_details; Response invents the use of 'a":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces `Forwa":1,"rejected:verifier rejected (score N): no_invented_details; The response provides a workin":1,"rejected:verifier rejected (score N): no_invented_details; invented detail: RESPONSE incl":1,"rejected:verifier rejected (score N): no_invented_details; The response adds 'container_n":1,"rejected:verifier rejected (score N): no_invented_details; The response claims node-mysql":1,"rejected:verifier rejected (score N): no_invented_details; The response introduces 'lkm_b":1,"rejected:verifier rejected (score N): no_unsupported_claims; The reasoning steps include ":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claims: The reas":1,"rejected:verifier rejected (score N): technically_correct; no_invented_details; self_cont":1,"rejected:verifier rejected (score N): self_contained; السؤال والخطوات والإجابة تشير إلى م":1,"rejected:verifier rejected (score N): no_unsupported_claims; Unsupported claim: The N min":1,"rejected:verifier rejected (score N): no_unsupported_claims; الخطوة N تذكر 'حيل برمجية سر":1},"updated_at":"2026-11-14T17:51:59Z","status":"starting"}