Datasets:
question stringlengths 13 1.43k | data_source stringclasses 25
values | prompt listlengths 2 2 | ability stringclasses 1
value | reward_model dict | extra_info dict | metadata null |
|---|---|---|---|---|---|---|
An arts center in San Francisco's Yerba Buena Gardens launched an annual initiative to spotlight 100 emerging creatives and changemakers from the Bay Area, emphasizing diverse and underrepresented voices. One honoree, a board-certified family physician since 1982, was recognized in this program. The same initiative hos... | literesearcher_rag_mqa_subgraph5_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Blue Shield of California Theater"
]
},
"style": "llm"
} | {
"index": 0,
"mask_url": "",
"need_tools_kwargs": true,
"question": "An arts center in San Francisco's Yerba Buena Gardens launched an annual initiative to spotlight 100 emerging creatives and changemakers from the Bay Area, emphasizing diverse and underrepresented voices. One honoree, a board-certified family... | null |
Cinematronics公司于1977年发布的街机游戏《Space Wars》中，进入超空间功能的作用是什么？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"使飞船消失并在游戏场地上随机位置重新出现"
]
},
"style": "llm"
} | {
"index": 1,
"mask_url": "https://en.wikipedia.org/wiki/Space%20Wars",
"need_tools_kwargs": true,
"question": "Cinematronics公司于1977年发布的街机游戏《Space Wars》中，进入超空间功能的作用是什么？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Space%20Wars"
... | null |
Which organization provided a 3M Eco Grant to the Whippany River Watershed Action Committee (WRWAC) in December 2014 for a student outdoor environmental learning project? | literesearcher_rag_direct_wiki_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"3M"
]
},
"style": "llm"
} | {
"index": 2,
"mask_url": "https://en.wikipedia.org/wiki/Whippany%20River%20Watershed%20Action%20Committee",
"need_tools_kwargs": true,
"question": "Which organization provided a 3M Eco Grant to the Whippany River Watershed Action Committee (WRWAC) in December 2014 for a student outdoor environmental learning p... | null |
在2017年行政改革之前，拉赫库拉村属于爱沙尼亚的哪个行政区？ | literesearcher_rag_direct_wiki_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"拉埃内-萨雷 Parish"
]
},
"style": "llm"
} | {
"index": 3,
"mask_url": "https://en.wikipedia.org/wiki/Lahek%C3%BCla%2C%20Saaremaa%20Parish",
"need_tools_kwargs": true,
"question": "在2017年行政改革之前，拉赫库拉村属于爱沙尼亚的哪个行政区？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Lahek%C3%BCla%2... | null |
Kelvin Arase在2016年9月19日奥地利足球超级联赛对阵SV Mattersburg的比赛中，于第86分钟替补哪位球员出场？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Louis Schaub"
]
},
"style": "llm"
} | {
"index": 4,
"mask_url": "https://en.wikipedia.org/wiki/Kelvin%20Arase",
"need_tools_kwargs": true,
"question": "Kelvin Arase在2016年9月19日奥地利足球超级联赛对阵SV Mattersburg的比赛中，于第86分钟替补哪位球员出场？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/... | null |
一座位于中国西南部、形成于约一亿八千万年前的山脉之巅，其海拔逾千六百米，传说为某位东汉时期被尊为道教始祖的人物羽化成仙之地。该人物在一处被视为道教发源地的山地创立了早期教派，并撰写了以解释某部经典为核心的注释文献，该文献融合了修炼方法与宇宙观，强调‘守一’与‘存思’等内修之法。此山地之上有一座重檐歇山式的殿堂，供奉某位道教祖师，由当代道教组织捐资于二十世纪末建成。该山地还保存有古代石刻，其中铭文曾为明代三大殿之一的名称，该宫殿在建成仅五个月后因雷击焚毁。请问，这位道教始祖所撰写的那部核心注释文献是什么？ | literesearcher_rag_mqa_subgraph6_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"《老子想尔注》"
]
},
"style": "llm"
} | {
"index": 5,
"mask_url": "",
"need_tools_kwargs": true,
"question": "一座位于中国西南部、形成于约一亿八千万年前的山脉之巅，其海拔逾千六百米，传说为某位东汉时期被尊为道教始祖的人物羽化成仙之地。该人物在一处被视为道教发源地的山地创立了早期教派，并撰写了以解释某部经典为核心的注释文献，该文献融合了修炼方法与宇宙观，强调‘守一’与‘存思’等内修之法。此山地之上有一座重檐歇山式的殿堂，供奉某位道教祖师，由当代道教组织捐资于二十世纪末建成。该山地还保存有古代石刻，其中铭文曾为明代三大殿之一的名称，该宫殿在建成仅五个月后因雷击焚毁。请问，这位道教始祖所撰写的... | null |
According to Walid Phares' 1995 book, in which year did the Syrian military engagement with Lebanese Christians begin, contributing to the escalation of tensions leading to the Lebanese civil war? | literesearcher_rag_direct_wiki_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"1977"
]
},
"style": "llm"
} | {
"index": 6,
"mask_url": "https://en.wikipedia.org/wiki/Lebanese%20Christian%20Nationalism%3A%20The%20Rise%20and%20Fall%20of%20an%20Ethnic%20Resistance",
"need_tools_kwargs": true,
"question": "According to Walid Phares' 1995 book, in which year did the Syrian military engagement with Lebanese Christians begin... | null |
根据2019年的人口普查数据，刚果民主共和国的基桑加尼省（Tshopo）的人口数量在所有省份中排名如何？ | literesearcher_rag_direct_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"第18位"
]
},
"style": "llm"
} | {
"index": 7,
"mask_url": "",
"need_tools_kwargs": true,
"question": "根据2019年的人口普查数据，刚果民主共和国的基桑加尼省（Tshopo）的人口数量在所有省份中排名如何？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": ""
}
},
"search": {
"create_kwargs": {
"url": ""
}
}
... | null |
葡萄牙波瓦德圣伊里亚教区是在哪一年被提升为市镇（vila）的？ | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"1985年"
]
},
"style": "llm"
} | {
"index": 8,
"mask_url": "https://www.idealista.pt/zh/geo/comprar-casas/forte-da-casa/com-tamanho-max_160/)",
"need_tools_kwargs": true,
"question": "葡萄牙波瓦德圣伊里亚教区是在哪一年被提升为市镇（vila）的？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://www.idealista.pt/zh/ge... | null |
意大利托斯卡纳大区皮萨省佩奇奥利市镇下辖的吉扎诺村（Ghizzano）距离皮萨市大约多少公里？ | literesearcher_rag_direct_wiki_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"45公里"
]
},
"style": "llm"
} | {
"index": 9,
"mask_url": "https://en.wikipedia.org/wiki/Ghizzano",
"need_tools_kwargs": true,
"question": "意大利托斯卡纳大区皮萨省佩奇奥利市镇下辖的吉扎诺村（Ghizzano）距离皮萨市大约多少公里？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Ghizzano"
}
},
... | null |
An international organization responsible for coordinating domain names and IP addresses authorized the hosting of its 87th public meeting in a major port city in the Middle East, historically significant as a hub between East and West. Around the same time, a British documentary filmmaker and writer—known for directin... | literesearcher_rag_mqa_1-7_48k-64k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Chris Chapman"
]
},
"style": "llm"
} | {
"index": 10,
"mask_url": "",
"need_tools_kwargs": true,
"question": "An international organization responsible for coordinating domain names and IP addresses authorized the hosting of its 87th public meeting in a major port city in the Middle East, historically significant as a hub between East and West. Arou... | null |
Arctic Monkeys乐队2009年7月6日发行的单曲《Crying Lightning》的B面歌曲《Red Right Hand》的制作人是谁？ | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Josh Homme"
]
},
"style": "llm"
} | {
"index": 11,
"mask_url": "https://genius.com/Arctic-monkeys-red-right-hand-lyrics/q/producer)",
"need_tools_kwargs": true,
"question": "Arctic Monkeys乐队2009年7月6日发行的单曲《Crying Lightning》的B面歌曲《Red Right Hand》的制作人是谁？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url":... | null |
Rahmée Wetterich和Marie Darouiche在2017年获得慕尼黑市民间文化创新奖时，她们的项目主要涉及哪类服饰的创新？ | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"迪尔纳德（Dirndl）服饰"
]
},
"style": "llm"
} | {
"index": 12,
"mask_url": "https://www.afrolifestyle.com/article/noh-nee-fashion-dirndl-a-l-africaine/)",
"need_tools_kwargs": true,
"question": "Rahmée Wetterich和Marie Darouiche在2017年获得慕尼黑市民间文化创新奖时，她们的项目主要涉及哪类服饰的创新？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"ur... | null |
1215年《大宪章》的原始文本是否包含签名？ | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"不包含签名，而是通过加盖国王的印章来确认"
]
},
"style": "llm"
} | {
"index": 13,
"mask_url": "https://zh.wikipedia.org/zh-cn/%E5%A4%A7%E6%86%B2%E7%AB%A0)",
"need_tools_kwargs": true,
"question": "1215年《大宪章》的原始文本是否包含签名？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://zh.wikipedia.org/zh-cn/%E5%A4%A7%E6%86%B2%E7%AB%A0)"... | null |
1834年4月6日，哪位英国军官率领部队进入马迪克里堡垒？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"弗雷泽上校"
]
},
"style": "llm"
} | {
"index": 14,
"mask_url": "https://en.wikipedia.org/wiki/Mathanda%20Appachu",
"need_tools_kwargs": true,
"question": "1834年4月6日，哪位英国军官率领部队进入马迪克里堡垒？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Mathanda%20Appachu"
}
},... | null |
1980年5月-6月发行的《NAPHA Chronicle Magazine》第二卷第三期中，该期杂志包含多少页和多少张黑白照片？ | literesearcher_rag_direct_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"6 Pages – 2 B&W photos"
]
},
"style": "llm"
} | {
"index": 15,
"mask_url": "",
"need_tools_kwargs": true,
"question": "1980年5月-6月发行的《NAPHA Chronicle Magazine》第二卷第三期中，该期杂志包含多少页和多少张黑白照片？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": ""
}
},
"search": {
"create_kwargs": {
"url": ""
... | null |
An advanced quantum gate implementation, achieving high fidelity by operating at the physical speed limit, was published in a 2021 peer-reviewed scientific journal. The journal is affiliated with a research institute based at a Dutch university, known for integrating cryogenic and quantum device engineering expertise. ... | literesearcher_rag_mqa_subgraph7_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Photonics for Quantum"
]
},
"style": "llm"
} | {
"index": 16,
"mask_url": "",
"need_tools_kwargs": true,
"question": "An advanced quantum gate implementation, achieving high fidelity by operating at the physical speed limit, was published in a 2021 peer-reviewed scientific journal. The journal is affiliated with a research institute based at a Dutch univers... | null |
What is the date and time of the Past as Prologue Exhibition at the Transamerica Pyramid Center on Sunday, November 30, 2025? | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"10 AM - 5 PM"
]
},
"style": "llm"
} | {
"index": 17,
"mask_url": "https://www.eamesinstitute.org/past-as-prologue/)",
"need_tools_kwargs": true,
"question": "What is the date and time of the Past as Prologue Exhibition at the Transamerica Pyramid Center on Sunday, November 30, 2025?",
"split": "train",
"tools_kwargs": {
"browse": {
"c... | null |
An academic researcher specializing in protein-based supramolecular materials received funding from a major national science foundation established in 1986. This foundation was previously led by a prominent academic who held a vice-ministerial level position in China's higher education administration and was elected to... | literesearcher_rag_mqa_subgraph7_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Wuhan University"
]
},
"style": "llm"
} | {
"index": 18,
"mask_url": "",
"need_tools_kwargs": true,
"question": "An academic researcher specializing in protein-based supramolecular materials received funding from a major national science foundation established in 1986. This foundation was previously led by a prominent academic who held a vice-ministeri... | null |
Manfred Theodor Reetz在2005年被哪个国家的科学院选为外籍成员？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"荷兰"
]
},
"style": "llm"
} | {
"index": 19,
"mask_url": "https://en.wikipedia.org/wiki/Manfred%20T.%20Reetz",
"need_tools_kwargs": true,
"question": "Manfred Theodor Reetz在2005年被哪个国家的科学院选为外籍成员？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Manfred%20T.%20Ree... | null |
周明辉教授在2008年获得的国家技术发明二等奖的排名是第几位？ | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"第5位"
]
},
"style": "llm"
} | {
"index": 20,
"mask_url": "https://www.most.gov.cn/cxfw/kjjlcx/kjjl2008/200905/t20090531_69964.html)",
"need_tools_kwargs": true,
"question": "周明辉教授在2008年获得的国家技术发明二等奖的排名是第几位？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://www.most.gov.cn/cxfw/kjjlcx/k... | null |
What was the estimated potential vote share for the newly formed center-right party, The Centre, as projected by Christian Democratic People's Party President Gerhard Pfister in 2020? | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Up to 20%"
]
},
"style": "llm"
} | {
"index": 21,
"mask_url": "https://en.wikipedia.org/wiki/Christian%20Democratic%20People%27s%20Party%20of%20Switzerland",
"need_tools_kwargs": true,
"question": "What was the estimated potential vote share for the newly formed center-right party, The Centre, as projected by Christian Democratic People's Party ... | null |
Propose a mechanism for the catalytic conversion of a substrate R to a product O, where the reaction involves Rh(ClO2)2C2, PPh3, H2, and CO (100 psi each) at 100°C. Ensure your mechanism accounts for the observed induction period in the reaction. | literesearcher_rag_science_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"R \\rightarrow O"
]
},
"style": "llm"
} | {
"index": 22,
"mask_url": "",
"need_tools_kwargs": true,
"question": "Propose a mechanism for the catalytic conversion of a substrate R to a product O, where the reaction involves Rh(ClO2)2C2, PPh3, H2, and CO (100 psi each) at 100°C. Ensure your mechanism accounts for the observed induction period in the reac... | null |
Seilles村的教堂供奉的是哪位圣人？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"圣斯蒂芬"
]
},
"style": "llm"
} | {
"index": 23,
"mask_url": "https://en.wikipedia.org/wiki/Seilles",
"need_tools_kwargs": true,
"question": "Seilles村的教堂供奉的是哪位圣人？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Seilles"
}
},
"search": {
"create_... | null |
维克托·马克斯·科拉尼在1927年参演的两部电影的完整名称分别是什么？ | literesearcher_rag_direct_wiki_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"《婚姻冲突》《为埃迪复仇》"
]
},
"style": "llm"
} | {
"index": 24,
"mask_url": "https://en.wikipedia.org/wiki/Victor%20Colani",
"need_tools_kwargs": true,
"question": "维克托·马克斯·科拉尼在1927年参演的两部电影的完整名称分别是什么？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Victor%20Colani"
}
},... | null |
在1989年8月7日至13日于香港会议展览中心举行的1989年香港公开赛中，迈克·哈雷特在决赛中以多少比多少的比分击败丹尼·奥凯恩夺冠？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"9比8"
]
},
"style": "llm"
} | {
"index": 25,
"mask_url": "https://en.wikipedia.org/wiki/1989%20Hong%20Kong%20Open",
"need_tools_kwargs": true,
"question": "在1989年8月7日至13日于香港会议展览中心举行的1989年香港公开赛中，迈克·哈雷特在决赛中以多少比多少的比分击败丹尼·奥凯恩夺冠？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikiped... | null |
In which year did Stanley Vivian Bacon return to England from Kenya after having health complications, and in which month of that year did he die? | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"1952; October"
]
},
"style": "llm"
} | {
"index": 26,
"mask_url": "https://en.wikipedia.org/wiki/Stanley%20Bacon",
"need_tools_kwargs": true,
"question": "In which year did Stanley Vivian Bacon return to England from Kenya after having health complications, and in which month of that year did he die?",
"split": "train",
"tools_kwargs": {
"br... | null |
在2013年6月3日17:30 CEST于西班牙拉斯罗萨斯（Madrid）的皇家西班牙足球协会总部举行的2012–13赛季西班牙足球丙级联赛非冠军组晋级附加赛第二轮中，晋级的球队将与多少支在冠军组附加赛中被淘汰的球队共同进入下一轮？ | literesearcher_rag_direct_wiki_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"9支"
]
},
"style": "llm"
} | {
"index": 27,
"mask_url": "https://en.wikipedia.org/wiki/2013%20Tercera%20Divisi%C3%B3n%20play-offs",
"need_tools_kwargs": true,
"question": "在2013年6月3日17:30 CEST于西班牙拉斯罗萨斯（Madrid）的皇家西班牙足球协会总部举行的2012–13赛季西班牙足球丙级联赛非冠军组晋级附加赛第二轮中，晋级的球队将与多少支在冠军组附加赛中被淘汰的球队共同进入下一轮？",
"split": "train",
"tools_kwargs": {
"brows... | null |
What was the start time of the 'David Broza at Masada: The Sunrise Concert' held at the foot of Masada on December 2, 2007? | literesearcher_rag_direct_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"3:30 a.m."
]
},
"style": "llm"
} | {
"index": 28,
"mask_url": "",
"need_tools_kwargs": true,
"question": "What was the start time of the 'David Broza at Masada: The Sunrise Concert' held at the foot of Masada on December 2, 2007?",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": ""
}
},
... | null |
在1940年的《Where There's a Will》中，Inspector Cramer的全名首次被提及，其名字是什么？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Fergus"
]
},
"style": "llm"
} | {
"index": 29,
"mask_url": "https://en.wikipedia.org/wiki/Nero%20Wolfe%20supporting%20characters",
"need_tools_kwargs": true,
"question": "在1940年的《Where There's a Will》中，Inspector Cramer的全名首次被提及，其名字是什么？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en... | null |
在1999年至2024年期间，国际及外币银行信贷中以美元计价的份额约为多少百分比？ | literesearcher_rag_direct_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"55%"
]
},
"style": "llm"
} | {
"index": 30,
"mask_url": "",
"need_tools_kwargs": true,
"question": "在1999年至2024年期间，国际及外币银行信贷中以美元计价的份额约为多少百分比？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": ""
}
},
"search": {
"create_kwargs": {
"url": ""
}
}
}
} | null |
What is the function of the protein Voltage-dependent anion-selective channel 1 identified in bovine retina, and what are its key properties? | literesearcher_rag_science_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"VDAC1 in the bovine retina is essential for: \n1. **Metabolite exchange** (ATP/ADP, ions). \n2. **Regulating apoptosis** and cellular survival. \n3. **Maintaining calcium and energy homeostasis**, critical for photoreceptor function."
]
},
"style": "llm"
} | {
"index": 31,
"mask_url": "",
"need_tools_kwargs": true,
"question": "What is the function of the protein Voltage-dependent anion-selective channel 1 identified in bovine retina, and what are its key properties?",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "... | null |
Rhinogobius niger的模式产地是哪里，具体位于中国浙江省的哪个县和河流支流？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"浙江省磐安县的灵江支流永安溪"
]
},
"style": "llm"
} | {
"index": 32,
"mask_url": "https://en.wikipedia.org/wiki/Rhinogobius%20niger",
"need_tools_kwargs": true,
"question": "Rhinogobius niger的模式产地是哪里，具体位于中国浙江省的哪个县和河流支流？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Rhinogobius%20nig... | null |
Dr Marie Hadley co-authored the article 'Managing ownership of copyright in research publications to increase the public benefits from research' published in the Federal Law Review, volume 52, issue 1, in 2024, and how many citations did this article receive according to Google Scholar? | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"7"
]
},
"style": "llm"
} | {
"index": 33,
"mask_url": "https://journals.sagepub.com/doi/10.1177/0067205X231213676)",
"need_tools_kwargs": true,
"question": "Dr Marie Hadley co-authored the article 'Managing ownership of copyright in research publications to increase the public benefits from research' published in the Federal Law Review, ... | null |
在2018年9月发布的《天文学与天体物理学》（A&A）第617卷中，文章A72的研究中，用于计算ML*参数的误差时，J−Ks颜色差值的平均时间间隔是多少分钟？ | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"7.9 ± 3.7分钟"
]
},
"style": "llm"
} | {
"index": 34,
"mask_url": "https://www.aanda.org/articles/aa/full_html/2018/09/aa32780-18/aa32780-18.html)",
"need_tools_kwargs": true,
"question": "在2018年9月发布的《天文学与天体物理学》（A&A）第617卷中，文章A72的研究中，用于计算ML*参数的误差时，J−Ks颜色差值的平均时间间隔是多少分钟？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {... | null |
What is the full name of the retrospective series featured at the Vienna International Film Festival 2025 that includes the film 'This Is My Moon' in its program? | literesearcher_rag_direct_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Retrospective: Jean Epstein"
]
},
"style": "llm"
} | {
"index": 35,
"mask_url": "",
"need_tools_kwargs": true,
"question": "What is the full name of the retrospective series featured at the Vienna International Film Festival 2025 that includes the film 'This Is My Moon' in its program?",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs... | null |
2025年欧洲U19锦标赛决赛阶段的欧洲足球协会联盟（UEFA）主席是谁？ | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"亚历山大·切费林"
]
},
"style": "llm"
} | {
"index": 36,
"mask_url": "https://zh.wikipedia.org/zh-cn/2024%E5%B9%B4%E8%87%B32025%E5%B9%B4%E6%AD%90%E6%B4%B2%E9%9D%92%E5%B9%B4%E8%81%AF%E8%B3%BD)",
"need_tools_kwargs": true,
"question": "2025年欧洲U19锦标赛决赛阶段的欧洲足球协会联盟（UEFA）主席是谁？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {... | null |
Marek Bakoš在2014–15赛季代表斯洛万利贝雷茨队赢得了哪项赛事的冠军，并在决赛中攻入进球？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"捷克杯"
]
},
"style": "llm"
} | {
"index": 37,
"mask_url": "https://en.wikipedia.org/wiki/Marek%20Bako%C5%A1",
"need_tools_kwargs": true,
"question": "Marek Bakoš在2014–15赛季代表斯洛万利贝雷茨队赢得了哪项赛事的冠军，并在决赛中攻入进球？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Marek%20Bak... | null |
Dendrodorididae科的正式命名者是谁，以及该命名发生在哪一年？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"O'Donoghue, 1924"
]
},
"style": "llm"
} | {
"index": 38,
"mask_url": "https://en.wikipedia.org/wiki/Phyllidioidea",
"need_tools_kwargs": true,
"question": "Dendrodorididae科的正式命名者是谁，以及该命名发生在哪一年？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Phyllidioidea"
}
},
... | null |
Bud Snyder设计并建造的Snyder Buzzard轻型运动飞机采用何种布局的发动机？ | literesearcher_rag_direct_wiki_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"推式螺旋桨布局"
]
},
"style": "llm"
} | {
"index": 39,
"mask_url": "https://en.wikipedia.org/wiki/Snyder%20Buzzard",
"need_tools_kwargs": true,
"question": "Bud Snyder设计并建造的Snyder Buzzard轻型运动飞机采用何种布局的发动机？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Snyder%20Buzzard"
... | null |
1944年8月1日至1945年7月12日期间，由第一、第三、第九和第十五美国陆军组成的第十二美国陆军集团的作战区域是哪里？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"法国和德国"
]
},
"style": "llm"
} | {
"index": 40,
"mask_url": "https://en.wikipedia.org/wiki/List%20of%20American%20Army%20Groups%20in%20World%20War%20II",
"need_tools_kwargs": true,
"question": "1944年8月1日至1945年7月12日期间，由第一、第三、第九和第十五美国陆军组成的第十二美国陆军集团的作战区域是哪里？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
... | null |
What is the effective orifice area (EOA) of an aortic Medtronic-Hall prosthesis if the echocardiographic evaluation yields the following measurements: LVOT diameter = 1.8 cm, LVOT TVI = 20 cm, and prosthesis TVI = 100 cm? | literesearcher_rag_science_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"0.5"
]
},
"style": "llm"
} | {
"index": 41,
"mask_url": "",
"need_tools_kwargs": true,
"question": "What is the effective orifice area (EOA) of an aortic Medtronic-Hall prosthesis if the echocardiographic evaluation yields the following measurements: LVOT diameter = 1.8 cm, LVOT TVI = 20 cm, and prosthesis TVI = 100 cm?",
"split": "train... | null |
What percentage of the U.S. resident population lived in large central metro counties according to the 2023 NCHS Urban-Rural Classification Scheme for Counties based on 2022 Census postcensal estimates? | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"30.8%"
]
},
"style": "llm"
} | {
"index": 42,
"mask_url": "https://www.cdc.gov/nchs/data-analysis-tools/urban-rural.html)",
"need_tools_kwargs": true,
"question": "What percentage of the U.S. resident population lived in large central metro counties according to the 2023 NCHS Urban-Rural Classification Scheme for Counties based on 2022 Censu... | null |
What are the key pharmaceutical properties and bioactive compounds of the plant family Rutaceae, and how are they used medicinally? | literesearcher_rag_science_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"The family Rutaceae is a valuable source of therapeutic compounds, including alkaloids (e.g., acronycine, rutaecarpine), essential oils (e.g., limonene), and furanocoumarins (e.g., bergapten), which have antimicrobial, cytotoxic, and photodynamic properties, and are used med... | {
"index": 43,
"mask_url": "",
"need_tools_kwargs": true,
"question": "What are the key pharmaceutical properties and bioactive compounds of the plant family Rutaceae, and how are they used medicinally?",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": ""
}
... | null |
Which three original members of Billy Joel's band performed in 'The Lords of 52nd Street: Legends of the Billy Joel Band' event in Morristown, New Jersey on June 10, 2022? | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Richie Cannata on tenor saxophone, Liberty DeVito on drums, and Russell Javors on rhythm guitar"
]
},
"style": "llm"
} | {
"index": 44,
"mask_url": "https://en.wikipedia.org/wiki/The_Lords_of_52nd_Street)",
"need_tools_kwargs": true,
"question": "Which three original members of Billy Joel's band performed in 'The Lords of 52nd Street: Legends of the Billy Joel Band' event in Morristown, New Jersey on June 10, 2022?",
"split": "... | null |
王李冬在2023年10月至2024年10月期间主持的浙江省一流课程（线下课程）全称是什么？ | literesearcher_rag_direct_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"《数字图像处理》"
]
},
"style": "llm"
} | {
"index": 45,
"mask_url": "https://hise.hznu.edu.cn/c/2024-01-04/2914157.shtml)",
"need_tools_kwargs": true,
"question": "王李冬在2023年10月至2024年10月期间主持的浙江省一流课程（线下课程）全称是什么？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://hise.hznu.edu.cn/c/2024-01-04/291415... | null |
Timothy’s Gift在2012年12月启动的监狱慰问巡演，截至2014年12月17日已累计在多少所监狱演出，服务了多少名囚犯和工作人员？ | literesearcher_rag_direct_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"截至2014年12月17日，Timothy’s Gift已累计在超过80所监狱演出，服务了超过15,000名囚犯和400名工作人员。"
]
},
"style": "llm"
} | {
"index": 46,
"mask_url": "https://www.facebook.com/OfficialMelindaDoolittle/posts/another-timothys-gift-prison-christmas-tour-is-in-the-booksthis-team-is-nothing-/692824278899936/)",
"need_tools_kwargs": true,
"question": "Timothy’s Gift在2012年12月启动的监狱慰问巡演，截至2014年12月17日已累计在多少所监狱演出，服务了多少名囚犯和工作人员？",
"split": "... | null |
What two major historical events strongly influenced the specific development of Jewish-Romanian literature according to Camelia Crăciun? | literesearcher_rag_direct_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"The formation of Greater Romania following the end of WWI and the implementation of a new constitution in 1923, which granted Romanian citizenship to Jews"
]
},
"style": "llm"
} | {
"index": 47,
"mask_url": "https://www.bibliovault.org/BV.book.epl?ISBN=9789633868201)",
"need_tools_kwargs": true,
"question": "What two major historical events strongly influenced the specific development of Jewish-Romanian literature according to Camelia Crăciun?",
"split": "train",
"tools_kwargs": {
... | null |
在1994年播出的《Spider-Man》动画系列中，Liz Allan由哪位声优配音？ | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"Marla Rubinoff"
]
},
"style": "llm"
} | {
"index": 48,
"mask_url": "https://en.wikipedia.org/wiki/Liz%20Allan",
"need_tools_kwargs": true,
"question": "在1994年播出的《Spider-Man》动画系列中，Liz Allan由哪位声优配音？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https://en.wikipedia.org/wiki/Liz%20Allan"
}
}... | null |
A museum in Munich, housed in a historically protected facility and dedicated to the history of public transportation, features a variety of historical vehicles and interactive exhibits, including a subway simulator and a model railroad. In one of its mathematical derivations, a specific rectangular shape—capable of be... | literesearcher_rag_mqa_subgraph6_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"5×7 grid"
]
},
"style": "llm"
} | {
"index": 49,
"mask_url": "",
"need_tools_kwargs": true,
"question": "A museum in Munich, housed in a historically protected facility and dedicated to the history of public transportation, features a variety of historical vehicles and interactive exhibits, including a subway simulator and a model railroad. In ... | null |
What percentage of the population in American Samoa were unaffiliated with any religion in 2010? | literesearcher_rag_direct_wiki_1-7_lt16k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"0.7%"
]
},
"style": "llm"
} | {
"index": 50,
"mask_url": "https://en.wikipedia.org/wiki/Demographics%20of%20American%20Samoa",
"need_tools_kwargs": true,
"question": "What percentage of the population in American Samoa were unaffiliated with any religion in 2010?",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs... | null |
In the 1946 essay containing thirty-three theses on the current world situation, what key social trend did Herbert Marcuse anticipate regarding the revolutionary potential of the working class? | literesearcher_rag_direct_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"The decline in the revolutionary potential of the working class"
]
},
"style": "llm"
} | {
"index": 51,
"mask_url": "https://www.thetedkarchive.com/library/herbert-marcuse-one-dimensional-man)",
"need_tools_kwargs": true,
"question": "In the 1946 essay containing thirty-three theses on the current world situation, what key social trend did Herbert Marcuse anticipate regarding the revolutionary pote... | null |
在2015年《The Mighty Thor》第1期漫画中，由Jason Aaron编剧、Russell Dauterman绘制的封面所体现的主角Jane Foster的生理状态是什么？ | literesearcher_rag_direct_wiki_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"正在接受化疗的病患状态"
]
},
"style": "llm"
} | {
"index": 52,
"mask_url": "https://en.wikipedia.org/wiki/Jane%20Foster",
"need_tools_kwargs": true,
"question": "在2015年《The Mighty Thor》第1期漫画中，由Jason Aaron编剧、Russell Dauterman绘制的封面所体现的主角Jane Foster的生理状态是什么？",
"split": "train",
"tools_kwargs": {
"browse": {
"create_kwargs": {
"url": "https... | null |
In which year did Johann Michael Moscherosch defend his dissertation on Suetonius' The Twelve Caesars diatribe XV before a committee chaired by Matthias Bernegger? | literesearcher_rag_direct_wiki_1-7_32k-48k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"1623"
]
},
"style": "llm"
} | {
"index": 53,
"mask_url": "https://en.wikipedia.org/wiki/Johann%20Michael%20Moscherosch",
"need_tools_kwargs": true,
"question": "In which year did Johann Michael Moscherosch defend his dissertation on Suetonius' The Twelve Caesars diatribe XV before a committee chaired by Matthias Bernegger?",
"split": "tra... | null |
What was the total number of people arrested and the approximate number of people executed by the Third Reich’s Civil Administration in response to the general strike in Luxembourg on August 31, 1942? | literesearcher_rag_direct_1-7_16k-32k | [
{
"content": "* You are Deep AI Research Assistant\n\nThe question I give you is a complex question that requires a *deep research* to answer.\n\nI will provide you with two tools to help you answer the question:\n* A web search tool to help you perform google search. \n* A webpage browsing tool to help you get... | search | {
"ground_truth": {
"target": [
"200 people were arrested, and about 20 were executed"
]
},
"style": "llm"
} | {
"index": 54,
"mask_url": "",
"need_tools_kwargs": true,
"question": "What was the total number of people arrested and the approximate number of people executed by the Third Reich’s Civil Administration in response to the general strike in Luxembourg on August 31, 1942?",
"split": "train",
"tools_kwargs": ... | null |
End of preview. Expand in Data Studio
LiteResearcher Stage-2 (URL-masked, train/val split)
Stage-2 RL data for training a multi-turn search agent, prepared for
verl-style GRPO training with search and
browse tools.
Provenance
Derived from simplex-ai-inc/LiteResearcher-Data
(Apache-2.0). Upstream's pipeline is SFT cold-start → Stage-1 RL → Stage-2 RL;
this repository carries only the Stage-2 portion.
Processing applied on top of upstream:
- Stage-2 rows only (upstream Stage 1 is a pure local-RAG warmup and is not included)
- URL masking in tool responses, via upstream's
merge_rag_with_mask_url.py(extra_info.mask_url) - A held-out validation split, stratified to match the training distribution
Upstream Stage 2 ships 16,199 rows; the row-count difference here comes from the masking/split step.
Size
| split | rows | size |
|---|---|---|
| train | 15,687 | 11.3 MB |
| validation | 512 | 0.3 MB |
Structure
| field | description |
|---|---|
question |
the user query |
data_source |
curriculum bucket, literesearcher_rag_{task}_1-7_{ctx} — also the grouping key for per-bucket eval metrics |
prompt |
chat-format prompt handed to the policy |
ability |
always search |
reward_model |
{style: "llm", ground_truth: {target: [...]}} — scored by an LLM judge |
extra_info |
index, split, mask_url, need_tools_kwargs, tools_kwargs (per-sample search/browse config) |
metadata |
unused (null) |
Curriculum buckets
25 buckets = 7 task types x 4 context-length bands. data_source is what
per-subset accuracy is reported against during validation, so each bucket gets
its own score rather than a single pooled number.
Task types: direct, direct_wiki, mqa, mqa_subgraph5/6/7, science
Context bands: lt16k, 16k-32k, 32k-48k, 48k-64k
| data_source | train | validation |
|---|---|---|
literesearcher_rag_direct_1-7_16k-32k |
819 | 44 |
literesearcher_rag_direct_1-7_32k-48k |
84 | 4 |
literesearcher_rag_direct_1-7_48k-64k |
14 | 1 |
literesearcher_rag_direct_1-7_lt16k |
4222 | 120 |
literesearcher_rag_direct_wiki_1-7_16k-32k |
1408 | 40 |
literesearcher_rag_direct_wiki_1-7_32k-48k |
105 | 9 |
literesearcher_rag_direct_wiki_1-7_48k-64k |
2 | 0 |
literesearcher_rag_direct_wiki_1-7_lt16k |
4102 | 127 |
literesearcher_rag_mqa_1-7_16k-32k |
429 | 13 |
literesearcher_rag_mqa_1-7_32k-48k |
84 | 4 |
literesearcher_rag_mqa_1-7_48k-64k |
39 | 1 |
literesearcher_rag_mqa_subgraph5_1-7_16k-32k |
346 | 8 |
literesearcher_rag_mqa_subgraph5_1-7_32k-48k |
29 | 0 |
literesearcher_rag_mqa_subgraph5_1-7_48k-64k |
3 | 0 |
literesearcher_rag_mqa_subgraph5_1-7_lt16k |
578 | 23 |
literesearcher_rag_mqa_subgraph6_1-7_16k-32k |
302 | 12 |
literesearcher_rag_mqa_subgraph6_1-7_32k-48k |
15 | 1 |
literesearcher_rag_mqa_subgraph6_1-7_lt16k |
872 | 30 |
literesearcher_rag_mqa_subgraph7_1-7_16k-32k |
116 | 1 |
literesearcher_rag_mqa_subgraph7_1-7_32k-48k |
6 | 0 |
literesearcher_rag_mqa_subgraph7_1-7_lt16k |
366 | 20 |
literesearcher_rag_science_1-7_16k-32k |
399 | 10 |
literesearcher_rag_science_1-7_32k-48k |
59 | 1 |
literesearcher_rag_science_1-7_48k-64k |
18 | 0 |
literesearcher_rag_science_1-7_lt16k |
1270 | 43 |
The distribution is heavily skewed toward short contexts: lt16k is ~71% of
the validation split, while six buckets have 0-1 validation rows. Per-bucket
accuracy on those buckets is not meaningful on its own — weight by row count
before drawing conclusions about long-context or multi-hop performance.
Intended use
Stage-2 GRPO training of a tool-using search agent against a local retrieval
stack (Milvus + BGE-M3 for search, a page corpus for browse). Upstream notes
that Stage 2 continues from a Stage-1 checkpoint; starting directly from an SFT
checkpoint skips that warmup.
License
Apache-2.0, inherited from upstream. Please cite
simplex-ai-inc/LiteResearcher-Data.
- Downloads last month
- 45