{"id":"https://openalex.org/W7225775783","doi":"https://doi.org/10.5281/zenodo.24138502","title":"Beyond the Collective World Model: From Shared Language to Causally Identifiable Relational Fields","display_name":"Beyond the Collective World Model: From Shared Language to Causally Identifiable Relational Fields","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225775783","doi":"https://doi.org/10.5281/zenodo.24138502"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24138502","doi":"https://doi.org/10.5281/zenodo.24138502","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24138502","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.24138502","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133610272","display_name":"Rog\u00e9rio Figurelli","orcid":"https://orcid.org/0009-0002-5726-1765","observed_orcids":["https://orcid.org/0009-0002-5726-1765"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Figurelli, Rog\u00e9rio","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0002-5726-1765","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5133610272"],"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/T11883","display_name":"Embodied and Extended Cognition","score":0.3449999988079071,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11883","display_name":"Embodied and Extended Cognition","score":0.3449999988079071,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.15389999747276306,"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/T10778","display_name":"Philosophy of Biology and Scientific Explanation","score":0.12120000272989273,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5910000205039978},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5565000176429749},{"id":"https://openalex.org/C2776900844","wikidata":"https://www.wikidata.org/wiki/Q8028383","display_name":"Witness","level":2,"score":0.5440000295639038},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.5267999768257141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5198000073432922},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.47870001196861267},{"id":"https://openalex.org/C115086926","wikidata":"https://www.wikidata.org/wiki/Q17004651","display_name":"Causal reasoning","level":3,"score":0.47279998660087585},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4542999863624573},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.4499000012874603},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.44530001282691956},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.40880000591278076},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.3889999985694885},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3783000111579895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36910000443458557},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.3564999997615814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34049999713897705},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.336899995803833},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.31929999589920044},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.31850001215934753},{"id":"https://openalex.org/C2777932401","wikidata":"https://www.wikidata.org/wiki/Q1471594","display_name":"Collective action","level":3,"score":0.3176000118255615},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.29429998993873596},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.28060001134872437},{"id":"https://openalex.org/C163504300","wikidata":"https://www.wikidata.org/wiki/Q2364925","display_name":"Causal structure","level":2,"score":0.27970001101493835},{"id":"https://openalex.org/C121375916","wikidata":"https://www.wikidata.org/wiki/Q936559","display_name":"Principle of compositionality","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C136172866","wikidata":"https://www.wikidata.org/wiki/Q1088088","display_name":"Possible world","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.25850000977516174},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.2563000023365021},{"id":"https://openalex.org/C153578388","wikidata":"https://www.wikidata.org/wiki/Q351625","display_name":"Theoretical linguistics","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2540000081062317},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.25380000472068787},{"id":"https://openalex.org/C123556308","wikidata":"https://www.wikidata.org/wiki/Q484761","display_name":"Philosophy of language","level":3,"score":0.25209999084472656}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.24138502","doi":"https://doi.org/10.5281/zenodo.24138502","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24138502","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.24138503","doi":"https://doi.org/10.5281/zenodo.24138503","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24138503","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.24138502","doi":"https://doi.org/10.5281/zenodo.24138502","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24138502","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":[],"abstract_inverted_index":{"The":[0,118],"observation":[1,211],"that":[2,31],"contemporary":[3],"language":[4],"models":[5],"acquire":[6],"useful":[7],"world-related":[8],"regularities":[9],"from":[10,38],"collectively":[11],"produced":[12,32],"text":[13,34,180],"is":[14,77,120,212,248],"historically":[15],"established,":[16],"but":[17],"it":[18],"leaves":[19],"an":[20],"important":[21],"scientific":[22],"question":[23],"unresolved:":[24],"which":[25,234],"relational":[26,61,102],"properties":[27,48],"of":[28,66,86,160,171],"the":[29,33,168,172,215,235],"processes":[30],"can":[35,46,192],"be":[36,239],"identified":[37],"a":[39,55,80,87,157,218,249,253],"learned":[40],"representation,":[41,71],"and":[42,72,82,95,106,109,115,136,146,163,195,230,252],"under":[43,233],"what":[44],"circumstances":[45],"those":[47],"support":[49],"causal":[50,104,126,129,200],"claims?":[51],"This":[52],"paper":[53],"proposes":[54],"bounded":[56,255],"framework":[57],"for":[58],"investigating":[59],"candidate":[60],"Fields":[62],"across":[63],"successive":[64],"regimes":[65],"experience,":[67],"communication,":[68],"text,":[69],"computational":[70],"situated":[73],"action.":[74],"A":[75],"Field":[76,210,236],"specified":[78],"as":[79,151,167],"typed":[81],"mission-relative":[83],"structure":[84],"consisting":[85],"domain,":[88],"states,":[89],"couplings,":[90],"transitions,":[91],"observations,":[92],"interventions,":[93],"boundaries,":[94],"evidentiary":[96],"witnesses.":[97],"We":[98],"distinguish":[99],"statistical":[100],"reproduction,":[101],"identification,":[103],"employment,":[105],"cross-regime":[107],"preservation,":[108],"formulate":[110],"observational":[111],"non-identifiability,":[112],"witness":[113],"dependence,":[114],"composition":[116],"constraints.":[117],"account":[119],"deliberately":[121],"compared":[122],"with":[123,222],"established":[124],"alternatives:":[125],"abstraction,":[127],"structural":[128],"models,":[130],"predictive":[131],"state":[132],"representations,":[133],"active":[134],"inference,":[135],"information-theoretic":[137],"approaches":[138],"to":[139],"collective":[140],"coordination.":[141],"Taniguchi's":[142],"Collective":[143],"World":[144],"Model":[145],"Generative":[147],"Emergent":[148],"Communication":[149],"serve":[150],"one":[152],"substantial":[153],"architectural":[154],"counterpart":[155],"within":[156],"longer":[158],"history":[159],"distributed":[161],"semantics":[162],"shared":[164],"learning,":[165],"not":[166,183,258],"historical":[169],"origin":[170],"general":[173],"premise.":[174],"Three":[175],"finite":[176],"constructions":[177],"illustrate":[178],"why":[179,188,196],"reconstruction":[181],"does":[182],"guarantee":[184],"unique":[185],"source":[186],"recovery,":[187],"mathematically":[189],"consistent":[190],"correspondence":[191],"remain":[193],"false,":[194],"intervention":[197],"evidence":[198],"changes":[199],"conclusions.":[201],"No":[202],"new":[203],"agent":[204],"experiment,":[205],"language-model":[206],"benchmark,":[207],"or":[208,241],"physical":[209],"claimed.":[213],"Instead,":[214],"manuscript":[216],"supplies":[217],"falsifier-first":[219],"research":[220,256],"programme":[221],"information-matched":[223],"baselines,":[224],"independent":[225],"witnesses,":[226],"predeclared":[227],"refusal":[228],"conditions,":[229],"explicit":[231],"outcomes":[232],"hypothesis":[237],"should":[238],"reduced":[240],"rejected.":[242],"Its":[243],"contribution":[244],"at":[245],"this":[246],"stage":[247],"testable":[250],"specification":[251],"carefully":[254],"agenda,":[257],"demonstrated":[259],"superiority":[260],"over":[261],"conventional":[262],"mathematical":[263],"models.":[264]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}