{"id":"https://openalex.org/W7225377248","doi":"https://doi.org/10.5281/zenodo.24024015","title":"# The Law of 5D Completeness: Minimal Complete Basis and Irreversible Emergence Principle in Open Complex Giant Systems","display_name":"# The Law of 5D Completeness: Minimal Complete Basis and Irreversible Emergence Principle in Open Complex Giant Systems","publication_year":2026,"publication_date":"2026-11-07","ids":{"openalex":"https://openalex.org/W7225377248","doi":"https://doi.org/10.5281/zenodo.24024015"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24024015","doi":"https://doi.org/10.5281/zenodo.24024015","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24024015","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24024015","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5141289749","display_name":"Grit Meng","orcid":"https://orcid.org/0009-0003-8603-119X","observed_orcids":["https://orcid.org/0009-0003-8603-119X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Meng, Grit","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0003-8603-119X","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5141289749"],"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/T12000","display_name":"Systems Engineering Methodologies and Applications","score":0.5253999829292297,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12000","display_name":"Systems Engineering Methodologies and Applications","score":0.5253999829292297,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.3253999948501587,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14299","display_name":"Complex Systems and Dynamics","score":0.11240000277757645,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/open-complex-giant-systems","display_name":"open complex giant systems","score":0.8190000057220459},{"id":"https://openalex.org/keywords/business-ontology","display_name":"business ontology","score":0.5120000243186951},{"id":"https://openalex.org/keywords/dimensional-collapse","display_name":"dimensional collapse","score":0.3630000054836273},{"id":"https://openalex.org/keywords/business-digitalization","display_name":"enterprise digital transformation","score":0.5910000205039978},{"id":"https://openalex.org/keywords/business-process-reengineering","display_name":"business process reengineering","score":0.6759999990463257},{"id":"https://openalex.org/keywords/chief-architect","display_name":"chief architect","score":0.5109999775886536},{"id":"https://openalex.org/keywords/enterprise-software-architecture","display_name":"enterprise software architecture","score":0.5239999890327454},{"id":"https://openalex.org/keywords/management-consulting","display_name":"management consulting","score":0.33000001311302185},{"id":"https://openalex.org/keywords/complexity-science","display_name":"complexity science","score":0.42500001192092896},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"systems engineering","score":0.367000013589859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5724999904632568},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.39570000767707825},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3734999895095825},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.352400004863739},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.3379000127315521},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.33489999175071716},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.3221000134944916},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31529998779296875},{"id":"https://openalex.org/C44725695","wikidata":"https://www.wikidata.org/wiki/Q288156","display_name":"Normative","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.3131999969482422},{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.3127000033855438},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.30469998717308044},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.28130000829696655},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.28040000796318054},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.25839999318122864},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.2565999925136566},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.25380000472068787}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5281/zenodo.24024015","doi":"https://doi.org/10.5281/zenodo.24024015","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24024015","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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"},{"id":"doi:10.5281/zenodo.24024016","doi":"https://doi.org/10.5281/zenodo.24024016","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24024016","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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"},{"id":"doi:10.5281/zenodo.24092999","doi":"https://doi.org/10.5281/zenodo.24092999","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24092999","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24024015","doi":"https://doi.org/10.5281/zenodo.24024015","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24024015","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7225393174","https://openalex.org/W7203916708","https://openalex.org/W7213863838","https://openalex.org/W7202120186","https://openalex.org/W7202111882","https://openalex.org/W7212144446","https://openalex.org/W7220675174","https://openalex.org/W7213922816","https://openalex.org/W7218778521","https://openalex.org/W7202350699"],"abstract_inverted_index":{"Across":[0],"three":[1],"decades":[2],"of":[3,50,52,131,154,194,233,243,350,370,397],"enterprise":[4,12],"digital":[5],"transformation,":[6],"large-scale":[7],"systems":[8,132,167],"engineering,":[9,384],"and":[10,38,61,107,118,133,139,149,187,211,258,293,300,306,329,376,379,387,410],"complex":[11,146,166,235],"software":[13,75,109,383],"construction,":[14],"industry":[15],"practice":[16],"has":[17],"universally":[18],"followed":[19],"a":[20,177,190,234,276,284,337,358],"conventional":[21,382],"paradigm:":[22],"executives":[23],"first":[24,129],"visit":[25],"benchmark":[26],"factories":[27],"(such":[28],"as":[29],"Global":[30],"Lighthouse":[31],"Factories)":[32],"to":[33,47,66,77,122,175,322,391],"observe":[34],"visual":[35],"control-tower":[36,259],"dashboards":[37,260],"organizational":[39],"governance":[40],"routines,":[41,255],"next":[42],"engage":[43],"management":[44],"consulting":[45,388],"firms":[46],"map":[48],"hundreds":[49],"pages":[51],"end-to-end":[53],"business":[54],"process":[55,103,256,311,385],"blueprints":[56],"(Business":[57],"Process":[58],"Reengineering,":[59],"BPR),":[60],"finally":[62],"instruct":[63],"functional":[64],"departments":[65],"submit":[67],"requirement":[68],"checklists":[69],"for":[70,341,373],"IT":[71],"teams":[72],"or":[73,313],"commercial":[74],"vendors":[76],"translate":[78],"into":[79],"code.":[80],"Yet":[81],"when":[82],"confronted":[83],"with":[84],"tightly":[85],"coupled":[86],"Open":[87],"Complex":[88],"Giant":[89],"Systems":[90],"(OCGS),":[91],"this":[92,136,371],"multi-trillion-dollar":[93],"paradigm":[94],"consistently":[95],"suffers":[96],"from":[97,269,357],"severe":[98],"systemic":[99,288],"rejection\u2014dashboards":[100],"are":[101,105,111,261],"erected,":[102],"manuals":[104],"replicated,":[106],"standard":[108],"packages":[110],"deployed,":[112],"yet":[113],"underlying":[114,271,297,325],"operations":[115],"remain":[116],"deadlocked":[117],"core":[119],"scheduling":[120],"retreats":[121],"offline":[123],"manual":[124],"Excel":[125],"spreadsheets.":[126],"Grounded":[127],"in":[128,238],"principles":[130],"complexity":[134],"science,":[135],"paper":[137],"discovers":[138],"formally":[140],"proves":[141],"the":[142,229,239,270,296,320,324,346,351,367],"objective":[143,164],"law":[144,372],"governing":[145],"system":[147,184,236],"modeling":[148],"engineering":[150,377],"realization:":[151],"The":[152,395],"Law":[153,396],"5D":[155,245,352,398],"Completeness.":[156],"First,":[157],"because":[158,274,333],"observers":[159],"cannot":[160],"directly":[161],"compute":[162],"infinite":[163],"reality,":[165],"can":[168,317],"only":[169],"be":[170],"governed":[171],"by":[172],"delineating":[173],"boundaries":[174],"construct":[176],"normative":[178],"model;":[179],"any":[180,222],"living,":[181],"closed-loop":[182],"computable":[183],"model":[185,299,328,353],"mathematically":[186],"physically":[188,355],"requires":[189],"minimal":[191],"complete":[192],"basis":[193],"five":[195],"orthogonal":[196,326,348],"structural":[197,226],"dimensions\u2014Nodes":[198],"NN":[199],"(Entities),":[200],"Topology":[201],"TT":[202],"(Connectivity),":[203],"Constraints":[204],"CC":[205],"(Boundaries),":[206],"State":[207,213],"Vector":[208],"XX":[209],"(Coordinates),":[210],"Causal":[212,417],"Transition":[214],"\u0394X\u0394X":[215],"bearing":[216],"explicit":[217],"lineage":[218],"pointers":[219],"(Causality)\u2014where":[220],"omitting":[221],"single":[223],"dimension":[224],"triggers":[225],"collapse.":[227,363],"Second,":[228],"true":[230],"Business":[231,411,413],"Ontology":[232],"resides":[237],"submerged":[240],"double-helix":[241],"coupling":[242],"its":[244],"Data":[246,408],"Model":[247,409],"\u2297\u2297":[248],"Orthogonal":[249],"Evolution":[250],"Algorithm,":[251],"whereas":[252],"observable":[253],"meeting":[254],"flowcharts,":[257],"merely":[262],"surface":[263,281,304],"semantic":[264],"projections":[265],"that":[266],"emerge":[267],"unidirectionally":[268],"ontology.":[272],"Third,":[273],"projecting":[275],"high-dimensional":[277,343],"ontology":[278],"onto":[279],"low-dimensional":[280],"representations":[282],"is":[283,290],"many-to-one":[285],"lossy":[286],"compression,":[287],"emergence":[289],"strictly":[291],"unidirectional":[292],"irreversible:":[294],"while":[295],"data":[298,327],"algorithm":[301],"uniquely":[302],"generate":[303],"processes":[305],"dashboards,":[307,309],"inspecting":[308],"copying":[310],"charts,":[312],"aggregating":[314],"departmental":[315],"requirements":[316],"never":[318],"invert":[319],"projection":[321],"recover":[323],"algorithmic":[330],"orchestration.":[331],"Furthermore,":[332],"human":[334,374],"brains":[335],"lack":[336],"trans-cranial":[338],"neural":[339],"bus":[340],"sharing":[342],"working":[344],"memory,":[345],"initial":[347],"abstraction":[349],"must":[354],"originate":[356],"single-brain":[359],"(Chief":[360],"Architect)":[361],"logical":[362],"Finally,":[364],"we":[365],"examine":[366],"foundational":[368],"value":[369],"cognition":[375],"work,":[378],"explain":[380],"why":[381],"management,":[386],"paradigms":[389],"failed":[390],"uncover":[392],"it.":[393],"Keywords:":[394],"Completeness;":[399],"Minimal":[400],"Complete":[401],"Basis;":[402],"Irreversible":[403],"Emergence;":[404],"Single-Brain":[405],"Logical":[406],"Collapse;":[407],"Algorithm;":[412],"Ontology;":[414],"Control-Tower":[415],"Dashboard;":[416],"Lineage":[418],"Pointer":[419]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-07T00:00:00"}