{"id":"https://openalex.org/W7163053793","doi":"https://doi.org/10.48550/arxiv.2605.30862","title":"Sophrosyne: Agentic Exploration of Relational Data Systems Needs Moderation","display_name":"Sophrosyne: Agentic Exploration of Relational Data Systems Needs Moderation","publication_year":2026,"publication_date":"2026-05-29","ids":{"openalex":"https://openalex.org/W7163053793","doi":"https://doi.org/10.48550/arxiv.2605.30862"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.30862","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.30862","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.30862","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114418457","display_name":"Madhav Jivrajani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jivrajani, Madhav","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054877673","display_name":"Ramnatthan Alagappan","orcid":"https://orcid.org/0000-0001-9911-4208"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alagappan, Ramnatthan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5056000802","display_name":"Aishwarya Ganesan","orcid":"https://orcid.org/0000-0002-5078-8436"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ganesan, Aishwarya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.37389999628067017,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.37389999628067017,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11424","display_name":"Security and Verification in Computing","score":0.15240000188350677,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.06689999997615814,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.6205000281333923},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.5561000108718872},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.5403000116348267},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5182999968528748},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.46860000491142273},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.3926999866962433},{"id":"https://openalex.org/keywords/data-system","display_name":"Data system","score":0.3652999997138977},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.3517000079154968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7408000230789185},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.6205000281333923},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.5561000108718872},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.5403000116348267},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5182999968528748},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.46860000491142273},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.3926999866962433},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37549999356269836},{"id":"https://openalex.org/C203481301","wikidata":"https://www.wikidata.org/wiki/Q76221","display_name":"Data system","level":2,"score":0.3652999997138977},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3517000079154968},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.3425000011920929},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.3328999876976013},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.3183000087738037},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2768999934196472},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27489998936653137},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27090001106262207},{"id":"https://openalex.org/C56288433","wikidata":"https://www.wikidata.org/wiki/Q58673","display_name":"Data manipulation language","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C24394798","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database management system","level":3,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.30862","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.30862","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.30862","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.30862","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Text2SQL":[0],"agents":[1],"powered":[2],"by":[3,11,134,139],"LLMs":[4],"translate":[5],"natural":[6],"language":[7],"intent":[8],"into":[9,85],"SQL":[10,66],"exploring":[12],"the":[13,21,101,123],"data":[14,30,69,112],"system":[15,113],"through":[16],"tool":[17],"calls":[18],"before":[19],"formulating":[20],"query.":[22],"However,":[23],"to":[24,100,141],"ensure":[25],"secure":[26],"and":[27,40,51,64,89,108,136],"scoped":[28],"access,":[29],"systems":[31,70],"construct":[32],"environments":[33],"with":[34,119],"explicit":[35],"API":[36,106,117],"surfaces.":[37],"We":[38,93],"study":[39],"categorize":[41],"these":[42,105],"APIs":[43],"exposed":[44],"today":[45],"as":[46],"either":[47],"coarse-grained":[48],"or":[49],"fine-grained":[50,72],"posit":[52],"that":[53,95,115,121,130],"choosing":[54],"between":[55,61],"them":[56],"presents":[57],"a":[58,111],"fundamental":[59],"tradeoff":[60],"cost-efficient":[62],"exploration":[63,125],"accurate":[65],"generation.":[67],"Most":[68],"expose":[71],"APIs,":[73],"but":[74],"this":[75],"inadvertently":[76],"disadvantages":[77],"agents:":[78],"they":[79],"over-explore,":[80],"incorporating":[81],"irrelevant":[82],"schema":[83],"elements":[84],"their":[86],"query":[87],"formulation":[88],"produce":[90],"inaccurate":[91],"results.":[92],"argue":[94],"curbing":[96],"over-exploration":[97,133],"is":[98],"key":[99],"effective":[102],"use":[103],"of":[104],"surfaces,":[107],"propose":[109],"Sophrosyne,":[110],"environment":[114],"augments":[116],"responses":[118],"directives":[120,131],"guide":[122],"agent's":[124],"process.":[126],"Initial":[127],"results":[128],"show":[129],"reduce":[132],"4.6x":[135],"boost":[137],"accuracy":[138],"up":[140],"12.4%":[142],"(approx.":[143],"4":[144],"percentage":[145],"points).":[146]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-02T00:00:00"}