{"id":"https://openalex.org/W7131081910","doi":"https://doi.org/10.48550/arxiv.2602.17784","title":"QueryPlot: Generating Geological Evidence Layers using Natural Language Queries for Mineral Exploration","display_name":"QueryPlot: Generating Geological Evidence Layers using Natural Language Queries for Mineral Exploration","publication_year":2026,"publication_date":"2026-02-19","ids":{"openalex":"https://openalex.org/W7131081910","doi":"https://doi.org/10.48550/arxiv.2602.17784"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2602.17784","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100350931","display_name":"Meng Ye","orcid":"https://orcid.org/0009-0005-8413-0690"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ye, Meng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126648848","display_name":"Xiao Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Xiao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126582901","display_name":"Georgina Lukoczki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lukoczki, Georgina","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126597624","display_name":"Graham W. Lederer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lederer, Graham W.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101822455","display_name":"Yi Yao","orcid":"https://orcid.org/0000-0002-3917-808X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yao, Yi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100350931"],"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9646999835968018,"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"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9646999835968018,"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/T13067","display_name":"Geological Modeling and Analysis","score":0.015699999406933784,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.003700000001117587,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prospectivity-mapping","display_name":"Prospectivity mapping","score":0.9710000157356262},{"id":"https://openalex.org/keywords/geologic-map","display_name":"Geologic map","score":0.5856000185012817},{"id":"https://openalex.org/keywords/skarn","display_name":"Skarn","score":0.5338000059127808},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.5220000147819519},{"id":"https://openalex.org/keywords/mineral-exploration","display_name":"Mineral exploration","score":0.44670000672340393},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.42989999055862427},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.41339999437332153},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.388700008392334}],"concepts":[{"id":"https://openalex.org/C55358776","wikidata":"https://www.wikidata.org/wiki/Q7250848","display_name":"Prospectivity mapping","level":3,"score":0.9710000157356262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6057000160217285},{"id":"https://openalex.org/C82586738","wikidata":"https://www.wikidata.org/wiki/Q193842","display_name":"Geologic map","level":2,"score":0.5856000185012817},{"id":"https://openalex.org/C195843664","wikidata":"https://www.wikidata.org/wiki/Q744694","display_name":"Skarn","level":4,"score":0.5338000059127808},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5220000147819519},{"id":"https://openalex.org/C66264921","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mineral exploration","level":2,"score":0.44670000672340393},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.42989999055862427},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.41339999437332153},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.40059998631477356},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39579999446868896},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.388700008392334},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.3686999976634979},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.3659000098705292},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.3598000109195709},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3547999858856201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32280001044273376},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.319599986076355},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.304500013589859},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C79766335","wikidata":"https://www.wikidata.org/wiki/Q7940083","display_name":"Volcanogenic massive sulfide ore deposit","level":4,"score":0.2851000130176544},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2786000072956085},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C126457475","wikidata":"https://www.wikidata.org/wiki/Q12131447","display_name":"Mineral resource classification","level":2,"score":0.26829999685287476}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2602.17784","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2602.17784","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.17784","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:doi:10.48550/arxiv.2602.17784","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5446167588233948}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Mineral":[0],"prospectivity":[1,129,195],"mapping":[2,39],"requires":[3],"synthesizing":[4],"heterogeneous":[5],"geological":[6,44],"knowledge,":[7],"including":[8],"textual":[9,78],"deposit":[10,23,60,65,119],"models":[11,61],"and":[12,30,38,67,91,99,106,150,191,206],"geospatial":[13],"datasets,":[14],"to":[15,19,104],"identify":[16],"regions":[17,109,153],"likely":[18],"host":[20],"specific":[21],"mineral":[22],"types.":[24],"This":[25],"process":[26],"is":[27,181],"traditionally":[28],"manual":[29],"knowledge-intensive.":[31],"We":[32,57],"present":[33],"QueryPlot,":[34],"a":[35,81,95,132,184],"semantic":[36,101],"retrieval":[37,143],"framework":[40],"that":[41,141,154],"integrates":[42],"large-scale":[43],"text":[45],"corpora":[46],"with":[47,157],"geologic":[48],"map":[49],"data":[50],"using":[51,94],"modern":[52],"Natural":[53],"Language":[54],"Processing":[55],"techniques.":[56],"curate":[58],"descriptive":[59],"for":[62,127],"over":[63,118],"120":[64],"types":[66],"transform":[68],"the":[69,86,203],"State":[70],"Geologic":[71],"Map":[72],"Compilation":[73],"(SGMC)":[74],"polygons":[75],"into":[76],"structured":[77],"representations.":[79],"Given":[80],"user-defined":[82],"natural":[83],"language":[84],"query,":[85],"system":[87,186],"encodes":[88],"both":[89],"queries":[90],"region":[92],"descriptions":[93],"pretrained":[96],"embedding":[97],"model":[98],"computes":[100],"similarity":[102,162],"scores":[103,163],"rank":[105],"spatially":[107],"visualize":[108],"as":[110,167,183],"continuous":[111],"evidence":[112],"layers.":[113],"QueryPlot":[114,180],"supports":[115],"compositional":[116],"querying":[117],"characteristics,":[120],"enabling":[121],"aggregation":[122],"of":[123,147,193],"multiple":[124],"similarity-derived":[125],"layers":[126],"multi-criteria":[128],"analysis.":[130],"In":[131],"case":[133],"study":[134,211],"on":[135],"tungsten":[136],"skarn":[137],"deposits,":[138],"we":[139,200],"demonstrate":[140],"embedding-based":[142],"achieves":[144],"high":[145],"recall":[146],"known":[148],"occurrences":[149],"produces":[151],"prospective":[152],"closely":[155],"align":[156],"expert-defined":[158],"permissive":[159],"tracts.":[160],"Furthermore,":[161],"can":[164],"be":[165],"incorporated":[166],"additional":[168],"features":[169],"in":[170,177,209],"supervised":[171],"learning":[172],"pipelines,":[173],"yielding":[174],"measurable":[175],"improvements":[176],"classification":[178],"performance.":[179],"implemented":[182],"web-based":[185],"supporting":[187],"interactive":[188],"querying,":[189],"visualization,":[190],"export":[192],"GIS-compatible":[194],"layers.To":[196],"support":[197],"future":[198],"research,":[199],"have":[201],"made":[202],"source":[204],"code":[205],"datasets":[207],"used":[208],"this":[210],"publicly":[212],"available.":[213]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2026-02-24T00:00:00"}