{"id":"https://openalex.org/W7225008982","doi":"https://doi.org/10.5281/zenodo.23848099","title":"Operational Epistemic Situational Awareness in Agentic Orchestration","display_name":"Operational Epistemic Situational Awareness in Agentic Orchestration","publication_year":2026,"publication_date":"2026-10-31","ids":{"openalex":"https://openalex.org/W7225008982","doi":"https://doi.org/10.5281/zenodo.23848099"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23848099","doi":"https://doi.org/10.5281/zenodo.23848099","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848099","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-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23848099","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160260510","display_name":"Adam Ableman","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ableman, Adam","raw_affiliation_strings":["Constitutional Computing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Constitutional Computing","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5160260510"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82747333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.6718999743461609,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.6718999743461609,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.07419999688863754,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10927","display_name":"Access Control and Trust","score":0.0551999993622303,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agentic-orchestration","display_name":"agentic orchestration","score":0.9039999842643738},{"id":"https://openalex.org/keywords/conflict-resolution","display_name":"conflict resolution","score":0.48500001430511475}],"concepts":[{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.6656000018119812},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.6541000008583069},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.6424999833106995},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6412000060081482},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.6208999752998352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5809000134468079},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5210999846458435},{"id":"https://openalex.org/C15569618","wikidata":"https://www.wikidata.org/wiki/Q3561421","display_name":"Liveness","level":2,"score":0.5182999968528748},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.4401000142097473},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40860000252723694},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.3953000009059906},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.350600004196167},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.35019999742507935},{"id":"https://openalex.org/C2777742833","wikidata":"https://www.wikidata.org/wiki/Q1964083","display_name":"Reciprocal","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C186720457","wikidata":"https://www.wikidata.org/wiki/Q7087","display_name":"Consciousness","level":2,"score":0.33340001106262207},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33009999990463257},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.32440000772476196},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.3160000145435333},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.305400013923645},{"id":"https://openalex.org/C2776548248","wikidata":"https://www.wikidata.org/wiki/Q12621536","display_name":"Judgement","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.26190000772476196},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C202889954","wikidata":"https://www.wikidata.org/wiki/Q1139554","display_name":"Subjectivity","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C2778491294","wikidata":"https://www.wikidata.org/wiki/Q1339824","display_name":"Mindset","level":2,"score":0.2540000081062317},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2522999942302704},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23848099","doi":"https://doi.org/10.5281/zenodo.23848099","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848099","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-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.23848100","doi":"https://doi.org/10.5281/zenodo.23848100","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848100","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-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23848099","doi":"https://doi.org/10.5281/zenodo.23848099","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848099","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-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7117963049","https://openalex.org/W7225011989","https://openalex.org/W7118084621","https://openalex.org/W2123288718","https://openalex.org/W7128796835","https://openalex.org/W1175662894","https://openalex.org/W7169616624","https://openalex.org/W7204254558","https://openalex.org/W7218375151","https://openalex.org/W7155385166"],"abstract_inverted_index":{"Long-running":[0],"agent":[1,177],"workflows":[2],"can":[3,78,84,93,96,102],"lose":[4],"task":[5,91],"scope,":[6],"source":[7],"custody,":[8],"authority,":[9],"current":[10],"environment":[11],"state,":[12],"unresolved":[13],"conflicts,":[14],"or":[15,54,81,175],"knowledge":[16],"of":[17,40,173],"what":[18],"another":[19],"worker":[20],"is":[21,28,71],"doing.":[22],"Operational":[23],"Epistemic":[24],"Situational":[25],"Awareness":[26],"(ESA)":[27],"proposed":[29],"as":[30,64],"the":[31,104,160],"capability":[32],"to":[33,44],"maintain":[34],"and":[35,43,99,115,126,128,141,150,154,166],"query":[36],"an":[37,65,136],"evidence-qualified":[38],"model":[39,49],"those":[41],"conditions":[42],"govern":[45,129],"continuation":[46],"when":[47],"that":[48],"becomes":[50],"stale,":[51,113],"conflicted,":[52,114],"missing,":[53],"outside":[55],"authority.":[56],"The":[57,106],"architecture":[58],"uses":[59],"a":[60,69],"governed":[61],"meaning":[62],"substrate":[63],"orchestration":[66],"sidecar,":[67],"but":[68],"sidecar":[70],"not":[72],"awareness":[73],"by":[74],"itself.":[75],"Agent":[76],"check-ins":[77],"be":[79,97],"false":[80],"stale;":[82],"receipts":[83],"record":[85],"claims":[86,92],"without":[87],"proving":[88],"effects;":[89],"exclusive":[90],"deadlock;":[94],"handoffs":[95],"unaccepted;":[98],"unmediated":[100],"tools":[101],"bypass":[103,153],"substrate.":[105],"system":[107],"must":[108],"distinguish":[109],"asserted,":[110],"observed,":[111],"inferred,":[112],"unknown":[116],"state;":[117],"combine":[118],"voluntary":[119],"reports":[120],"with":[121],"independent":[122],"observations;":[123],"preserve":[124],"liveness":[125],"recovery;":[127],"sensitive":[130],"operational":[131,137],"data.":[132],"This":[133],"paper":[134],"defines":[135],"state":[138],"model,":[139],"check-in":[140],"claim":[142,172],"leases,":[143],"accepted":[144],"handoff":[145],"capsules,":[146],"evidence":[147],"postures,":[148],"refusal":[149],"escalation":[151],"outcomes,":[152],"availability":[155],"conditions,":[156],"cold-boot":[157],"orientation":[158],"through":[159],"Governed":[161],"Meaning":[162],"Base,":[163],"realization":[164],"funnel,":[165],"comparative":[167],"evaluation.":[168],"It":[169],"makes":[170],"no":[171],"consciousness":[174],"privileged":[176],"self-knowledge.":[178]},"counts_by_year":[],"updated_date":"2026-11-02T09:45:03.842371","created_date":"2026-11-01T00:00:00"}