{"id":"69dfcd90a6cc4d64f80bd25ebcdc0a56b830febea3e31ca38dd04d38884ea002","title":"Manonmani Sekar and Nasim Nezamoddini review semantic interoperability in digital twins","argument":"Authors Manonmani Sekar and Nasim Nezamoddini review whether published systems can detect and repair broken mappings while independently owned digital twins operate. A mapping translates one company’s data into another’s terms; it can stop working when a company changes what its data means without notifying the other. The authors report that mappings in all 32 included studies were fixed before operation. They find the two ingredients for run-time repair only separately: cross-company matching without checking whether the match still holds, and detection and repair of changed meaning within one company. The review turns this gap into six requirements for systems claiming run-time semantic interoperability between independently owned twins, illustrating each with one example. Its central concern is whether shared meanings remain aligned as those meanings change.","topicIds":["intelligence-and-discovery"],"domain":"science","claimType":"attributed reading","limits":"The supplied evidence is the arXiv abstract, not the full paper; it does not list the six requirements or provide the running example. The abstract reports the review’s findings but does not identify whether any system meets the six requirements.","speaker":{"name":"Sekar, Manonmani, Nezamoddini, Nasim","roleAtSource":"Article author"},"source":{"title":"Semantic Interoperability in Federated Digital Twin Systems: A Systematic Review Through the Levels of Conceptual Interoperability Model","publisher":"arXiv eess.SY","format":"Article","url":"https://arxiv.org/abs/2611.02125","publishedAt":"2026-11-01","dateBasis":"Date basis not provided."},"evidence":[{"text":"The authors say a mapping between companies’ digital twins can become incorrect if one company changes the meaning of its data without telling the other.","excerpt":"that translation rule, called a mapping, can stop being correct when one company changes the meaning of its data without telling the other.","url":"https://arxiv.org/abs/2611.02125","relationship":"Source-stated"},{"text":"The review screened 5,833 records, read 119 full texts, and included 32 studies; the authors report that mappings in all 32 were fixed before operation.","excerpt":"screened 5,833 records and read 119 full texts","url":"https://arxiv.org/abs/2611.02125","relationship":"Source-stated"},{"text":"The authors report that cross-company matching without checking whether it still holds, and repair of changed meaning within one company, appear separately rather than together.","excerpt":"cross-company matching without any check that the match still holds, and detection and repair of changed meaning within a single company.","url":"https://arxiv.org/abs/2611.02125","relationship":"Source-stated"},{"text":"The review sets out six requirements for systems claiming run-time semantic interoperability between independently owned twins.","excerpt":"turns this gap into six requirements, each illustrated on one running example","url":"https://arxiv.org/abs/2611.02125","relationship":"Source-stated"}],"sourceMedia":{"status":"not_found","sourceUrl":"https://arxiv.org/abs/2611.02125","checkedAt":"2026-11-10T06:56:09.359Z","items":[],"note":"No suitable media was found by the supported page extraction."},"assumptions":[],"openQuestion":{"attribution":"Open question","text":"What six requirements does the review set for run-time semantic interoperability between independently owned twins?"},"whatWouldChangeView":{"attribution":"Change condition not recorded","text":""},"editorialComparisons":[],"live":{"title":"Manonmani Sekar and Nasim Nezamoddini review semantic interoperability in digital twins","summary":"Authors Manonmani Sekar and Nasim Nezamoddini review whether published systems can detect and repair broken mappings while independently owned digital twins operate. A mapping translates one company’s data into another’s terms; it can stop working when a company changes what its data means without notifying the other. The authors report that mappings in all 32 included studies were fixed before operation. They find the two ingredients for run-time repair only separately: cross-company matching without checking whether the match still holds, and detection and repair of changed meaning within one company. The review turns this gap into six requirements for systems claiming run-time semantic interoperability between independently owned twins, illustrating each with one example. Its central concern is whether shared meanings remain aligned as those meanings change.","question":"What six requirements does the review set for run-time semantic interoperability between independently owned twins?","claims":[{"text":"The authors say a mapping between companies’ digital twins can become incorrect if one company changes the meaning of its data without telling the other.","excerpt":"that translation rule, called a mapping, can stop being correct when one company changes the meaning of its data without telling the other.","support":"source-stated"},{"text":"The review screened 5,833 records, read 119 full texts, and included 32 studies; the authors report that mappings in all 32 were fixed before operation.","excerpt":"screened 5,833 records and read 119 full texts","support":"source-stated"},{"text":"The authors report that cross-company matching without checking whether it still holds, and repair of changed meaning within one company, appear separately rather than together.","excerpt":"cross-company matching without any check that the match still holds, and detection and repair of changed meaning within a single company.","support":"source-stated"},{"text":"The review sets out six requirements for systems claiming run-time semantic interoperability between independently owned twins.","excerpt":"turns this gap into six requirements, each illustrated on one running example","support":"source-stated"}],"limitations":["The supplied evidence is the arXiv abstract, not the full paper; it does not list the six requirements or provide the running example.","The abstract reports the review’s findings but does not identify whether any system meets the six requirements."],"mediaId":"ebf918ec081f36ed6b4f43d940ff5a6b80932ad5bad8eb2bac0ea620cf28f677","correctionReason":null,"id":"69dfcd90a6cc4d64f80bd25ebcdc0a56b830febea3e31ca38dd04d38884ea002","publicationId":"e9600d97-e0d8-46e6-8350-3e00ed4fa2a5","version":1,"sourceUrl":"https://arxiv.org/abs/2611.02125","sourceTitle":"Semantic Interoperability in Federated Digital Twin Systems: A Systematic Review Through the Levels of Conceptual Interoperability Model","publisher":"arXiv eess.SY","publishedAt":null,"originalPublished":{"value":"2026-11-01","precision":"day","basis":"publisher_citation_date"},"firstObservedAt":"2026-11-03T08:58:43.904Z","createdAt":"2026-11-10T06:24:19.442Z","historical":true,"entityIds":["arxiv"],"topicIds":["intelligence-and-discovery"],"media":[{"id":"ebf918ec081f36ed6b4f43d940ff5a6b80932ad5bad8eb2bac0ea620cf28f677","kind":"article","url":"https://arxiv.org/abs/2611.02125","sourceUrl":"https://arxiv.org/abs/2611.02125","label":"Read original","provenance":"source_link","verification":{"status":"verified","checkedAt":"2026-11-04T01:01:04.606Z","method":"acquired_source","contentType":"text/html"},"recommendationReason":"Recommended by Jev for understanding this source; checked by Luna."}],"sourceMedia":{"status":"not_found","sourceUrl":"https://arxiv.org/abs/2611.02125","checkedAt":"2026-11-10T06:56:09.359Z","items":[],"note":"No suitable media was found by the supported page extraction."},"editorialDecision":{"outcome":"accept","reasonCodes":["useful_perspective"],"rubricVersion":"stream-admission-v5","mediaId":"ebf918ec081f36ed6b4f43d940ff5a6b80932ad5bad8eb2bac0ea620cf28f677","confidence":0.5700000000000001,"provider":"typesafe","model":"jev-1.13.0","inputHash":"bce228a7fbc608e0a4da08b9664fc4e797d5937138136b3aeaf548af5705624a","decidedAt":"2026-11-04T01:01:05.587Z","redecided":{"from":"stream-admission-v5","under":"stream-admission-v5+confidence-0.5"}},"provenance":{"textHash":"eb82f779a1eb1cf111241bf7b7a07707a7887d93e3b3938954b2823b4d9ac0b6","observationId":"e1cf9a6e66efc931707e2b92467ce48e2f92ae0546022e62cb50eea5c49d7ae8","retrievedAt":"2026-11-04T01:01:04.495Z","kind":"publisher-page","preparer":{"model":"gpt-6-luna","runId":"5af144fc-d2d3-4dc3-8b6f-8b4d45b3b4f7"},"reviewer":{"model":"gpt-6-luna","runId":"dcf12620-7c6e-46f1-8003-36f95f0eb2e4"}},"audit":{"status":"uncertain","reviewedAt":"2026-11-10T06:24:19.442Z","model":"anthropic/claude-opus-5.5"},"sourceAttribution":{"authors":[{"name":"Sekar, Manonmani","url":null,"kind":"unknown"},{"name":"Nezamoddini, Nasim","url":null,"kind":"unknown"}],"authorRole":"article-author","hosts":[],"status":"stated","authorRoster":{"truncated":false,"omitted":0,"assertionGroupsOmitted":0},"participation":[{"actor":{"name":"Sekar, Manonmani","url":null,"kind":"unknown","actorId":null},"role":"author","scope":{"kind":"work-credit","locator":null},"literalCredit":"Sekar, Manonmani","status":"stated","provenance":{"basis":"head-meta","sourceUrl":"https://arxiv.org/abs/2611.02125","locator":"head/meta[name=author|citation_author]"},"assertionId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361:participation:0","identity":{"version":"entity-identity-v1","status":"unresolved","actorId":null,"canonicalActorId":null,"candidateActorIds":[],"assertions":[],"sourceObservedAt":"2026-11-10T06:56:09.359Z","knowledgeAsOf":null},"sourceVersion":{"snapshotId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361","sourceUrl":"https://arxiv.org/abs/2611.02125","contentSha256":"7d25949edf6665047dc1a5370af4722b6bea6a91b14da6393e8b24b93122eb89","textHash":"eb82f779a1eb1cf111241bf7b7a07707a7887d93e3b3938954b2823b4d9ac0b6","observedAt":"2026-11-10T06:56:09.359Z"}},{"actor":{"name":"Nezamoddini, Nasim","url":null,"kind":"unknown","actorId":null},"role":"author","scope":{"kind":"work-credit","locator":null},"literalCredit":"Nezamoddini, Nasim","status":"stated","provenance":{"basis":"head-meta","sourceUrl":"https://arxiv.org/abs/2611.02125","locator":"head/meta[name=author|citation_author]"},"assertionId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361:participation:1","identity":{"version":"entity-identity-v1","status":"unresolved","actorId":null,"canonicalActorId":null,"candidateActorIds":[],"assertions":[],"sourceObservedAt":"2026-11-10T06:56:09.359Z","knowledgeAsOf":null},"sourceVersion":{"snapshotId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361","sourceUrl":"https://arxiv.org/abs/2611.02125","contentSha256":"7d25949edf6665047dc1a5370af4722b6bea6a91b14da6393e8b24b93122eb89","textHash":"eb82f779a1eb1cf111241bf7b7a07707a7887d93e3b3938954b2823b4d9ac0b6","observedAt":"2026-11-10T06:56:09.359Z"}}],"participationCoverage":{"total":2,"returned":2,"complete":true,"fullAssertions":"source-metadata-endpoint"},"distribution":null,"publisher":null,"sourceUrl":"https://arxiv.org/abs/2611.02125","snapshotId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361","contentSha256":"7d25949edf6665047dc1a5370af4722b6bea6a91b14da6393e8b24b93122eb89","textHash":"eb82f779a1eb1cf111241bf7b7a07707a7887d93e3b3938954b2823b4d9ac0b6","observedAt":"2026-11-10T06:56:09.359Z","basis":"publisher-page-metadata","sourceLinks":44,"linksTruncated":false,"metadataUrl":"/api/pipeline/stream/69dfcd90a6cc4d64f80bd25ebcdc0a56b830febea3e31ca38dd04d38884ea002/source"}},"canonicalUrl":"https://escapemeridian.com/readings/manonmani-sekar-and-nasim-nezamoddini-review-semantic-69dfcd90","formats":{"html":"/readings/manonmani-sekar-and-nasim-nezamoddini-review-semantic-69dfcd90","markdown":"/readings/manonmani-sekar-and-nasim-nezamoddini-review-semantic-69dfcd90.md","json":"/readings/manonmani-sekar-and-nasim-nezamoddini-review-semantic-69dfcd90.json"},"attribution":"Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims.","maintainedGuideLinks":[],"readerContext":{"version":"reader-context-v1","attribution":"Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.","terms":[],"entities":[{"id":"arxiv","name":"arXiv","kind":"organization","context":"arXiv is a research manuscript repository where authors share papers that may not yet have been peer reviewed.","referenceUrls":["https://arxiv.org/","https://info.arxiv.org/help/api/index.html"],"path":"/entities/arxiv","json":"/entities/arxiv.json","markdown":"/entities/arxiv.md"},{"id":"time","name":"TIME","kind":"organization","context":"TIME is a news magazine publishing reporting on world affairs, business, technology and the workers behind digital services.","referenceUrls":["https://time.com/"],"path":"/entities/time","json":"/entities/time.json","markdown":"/entities/time.md"}]},"researchQuestions":[],"withdrawn":false,"references":{"schemaVersion":1,"target":{"type":"reading","id":"69dfcd90a6cc4d64f80bd25ebcdc0a56b830febea3e31ca38dd04d38884ea002","revision":"e9600d97-e0d8-46e6-8350-3e00ed4fa2a5","revisionKind":"publication-id","title":"Manonmani Sekar and Nasim Nezamoddini review semantic interoperability in digital twins","url":"https://escapemeridian.com/readings/manonmani-sekar-and-nasim-nezamoddini-review-semantic-69dfcd90"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.02125","revision":"eb82f779a1eb1cf111241bf7b7a07707a7887d93e3b3938954b2823b4d9ac0b6","revisionKind":"sha256-source-text","title":"Semantic Interoperability in Federated Digital Twin Systems: A Systematic Review Through the Levels of Conceptual Interoperability Model","url":"https://arxiv.org/abs/2611.02125"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."},"revisions":[{"id":"69dfcd90a6cc4d64f80bd25ebcdc0a56b830febea3e31ca38dd04d38884ea002","title":"Manonmani Sekar and Nasim Nezamoddini review semantic interoperability in digital twins","argument":"Authors Manonmani Sekar and Nasim Nezamoddini review whether published systems can detect and repair broken mappings while independently owned digital twins operate. A mapping translates one company’s data into another’s terms; it can stop working when a company changes what its data means without notifying the other. The authors report that mappings in all 32 included studies were fixed before operation. They find the two ingredients for run-time repair only separately: cross-company matching without checking whether the match still holds, and detection and repair of changed meaning within one company. The review turns this gap into six requirements for systems claiming run-time semantic interoperability between independently owned twins, illustrating each with one example. Its central concern is whether shared meanings remain aligned as those meanings change.","topicIds":["intelligence-and-discovery"],"domain":"science","claimType":"attributed reading","limits":"The supplied evidence is the arXiv abstract, not the full paper; it does not list the six requirements or provide the running example. The abstract reports the review’s findings but does not identify whether any system meets the six requirements.","speaker":{"name":"Sekar, Manonmani, Nezamoddini, Nasim","roleAtSource":"Article author"},"source":{"title":"Semantic Interoperability in Federated Digital Twin Systems: A Systematic Review Through the Levels of Conceptual Interoperability Model","publisher":"arXiv eess.SY","format":"Article","url":"https://arxiv.org/abs/2611.02125","publishedAt":"2026-11-01","dateBasis":"Date basis not provided."},"evidence":[{"text":"The authors say a mapping between companies’ digital twins can become incorrect if one company changes the meaning of its data without telling the other.","excerpt":"that translation rule, called a mapping, can stop being correct when one company changes the meaning of its data without telling the other.","url":"https://arxiv.org/abs/2611.02125","relationship":"Source-stated"},{"text":"The review screened 5,833 records, read 119 full texts, and included 32 studies; the authors report that mappings in all 32 were fixed before operation.","excerpt":"screened 5,833 records and read 119 full texts","url":"https://arxiv.org/abs/2611.02125","relationship":"Source-stated"},{"text":"The authors report that cross-company matching without checking whether it still holds, and repair of changed meaning within one company, appear separately rather than together.","excerpt":"cross-company matching without any check that the match still holds, and detection and repair of changed meaning within a single company.","url":"https://arxiv.org/abs/2611.02125","relationship":"Source-stated"},{"text":"The review sets out six requirements for systems claiming run-time semantic interoperability between independently owned twins.","excerpt":"turns this gap into six requirements, each illustrated on one running example","url":"https://arxiv.org/abs/2611.02125","relationship":"Source-stated"}],"sourceMedia":{"status":"not_found","sourceUrl":"https://arxiv.org/abs/2611.02125","checkedAt":"2026-11-10T06:56:09.359Z","items":[],"note":"No suitable media was found by the supported page extraction."},"assumptions":[],"openQuestion":{"attribution":"Open question","text":"What six requirements does the review set for run-time semantic interoperability between independently owned twins?"},"whatWouldChangeView":{"attribution":"Change condition not recorded","text":""},"editorialComparisons":[],"live":{"title":"Manonmani Sekar and Nasim Nezamoddini review semantic interoperability in digital twins","summary":"Authors Manonmani Sekar and Nasim Nezamoddini review whether published systems can detect and repair broken mappings while independently owned digital twins operate. A mapping translates one company’s data into another’s terms; it can stop working when a company changes what its data means without notifying the other. The authors report that mappings in all 32 included studies were fixed before operation. They find the two ingredients for run-time repair only separately: cross-company matching without checking whether the match still holds, and detection and repair of changed meaning within one company. The review turns this gap into six requirements for systems claiming run-time semantic interoperability between independently owned twins, illustrating each with one example. Its central concern is whether shared meanings remain aligned as those meanings change.","question":"What six requirements does the review set for run-time semantic interoperability between independently owned twins?","claims":[{"text":"The authors say a mapping between companies’ digital twins can become incorrect if one company changes the meaning of its data without telling the other.","excerpt":"that translation rule, called a mapping, can stop being correct when one company changes the meaning of its data without telling the other.","support":"source-stated"},{"text":"The review screened 5,833 records, read 119 full texts, and included 32 studies; the authors report that mappings in all 32 were fixed before operation.","excerpt":"screened 5,833 records and read 119 full texts","support":"source-stated"},{"text":"The authors report that cross-company matching without checking whether it still holds, and repair of changed meaning within one company, appear separately rather than together.","excerpt":"cross-company matching without any check that the match still holds, and detection and repair of changed meaning within a single company.","support":"source-stated"},{"text":"The review sets out six requirements for systems claiming run-time semantic interoperability between independently owned twins.","excerpt":"turns this gap into six requirements, each illustrated on one running example","support":"source-stated"}],"limitations":["The supplied evidence is the arXiv abstract, not the full paper; it does not list the six requirements or provide the running example.","The abstract reports the review’s findings but does not identify whether any system meets the six requirements."],"mediaId":"ebf918ec081f36ed6b4f43d940ff5a6b80932ad5bad8eb2bac0ea620cf28f677","correctionReason":null,"id":"69dfcd90a6cc4d64f80bd25ebcdc0a56b830febea3e31ca38dd04d38884ea002","publicationId":"e9600d97-e0d8-46e6-8350-3e00ed4fa2a5","version":1,"sourceUrl":"https://arxiv.org/abs/2611.02125","sourceTitle":"Semantic Interoperability in Federated Digital Twin Systems: A Systematic Review Through the Levels of Conceptual Interoperability Model","publisher":"arXiv eess.SY","publishedAt":null,"originalPublished":{"value":"2026-11-01","precision":"day","basis":"publisher_citation_date"},"firstObservedAt":"2026-11-03T08:58:43.904Z","createdAt":"2026-11-10T06:24:19.442Z","historical":true,"entityIds":["arxiv"],"topicIds":["intelligence-and-discovery"],"media":[{"id":"ebf918ec081f36ed6b4f43d940ff5a6b80932ad5bad8eb2bac0ea620cf28f677","kind":"article","url":"https://arxiv.org/abs/2611.02125","sourceUrl":"https://arxiv.org/abs/2611.02125","label":"Read original","provenance":"source_link","verification":{"status":"verified","checkedAt":"2026-11-04T01:01:04.606Z","method":"acquired_source","contentType":"text/html"},"recommendationReason":"Recommended by Jev for understanding this source; checked by Luna."}],"sourceMedia":{"status":"not_found","sourceUrl":"https://arxiv.org/abs/2611.02125","checkedAt":"2026-11-10T06:56:09.359Z","items":[],"note":"No suitable media was found by the supported page extraction."},"editorialDecision":{"outcome":"accept","reasonCodes":["useful_perspective"],"rubricVersion":"stream-admission-v5","mediaId":"ebf918ec081f36ed6b4f43d940ff5a6b80932ad5bad8eb2bac0ea620cf28f677","confidence":0.5700000000000001,"provider":"typesafe","model":"jev-1.13.0","inputHash":"bce228a7fbc608e0a4da08b9664fc4e797d5937138136b3aeaf548af5705624a","decidedAt":"2026-11-04T01:01:05.587Z","redecided":{"from":"stream-admission-v5","under":"stream-admission-v5+confidence-0.5"}},"provenance":{"textHash":"eb82f779a1eb1cf111241bf7b7a07707a7887d93e3b3938954b2823b4d9ac0b6","observationId":"e1cf9a6e66efc931707e2b92467ce48e2f92ae0546022e62cb50eea5c49d7ae8","retrievedAt":"2026-11-04T01:01:04.495Z","kind":"publisher-page","preparer":{"model":"gpt-6-luna","runId":"5af144fc-d2d3-4dc3-8b6f-8b4d45b3b4f7"},"reviewer":{"model":"gpt-6-luna","runId":"dcf12620-7c6e-46f1-8003-36f95f0eb2e4"}},"audit":{"status":"uncertain","reviewedAt":"2026-11-10T06:24:19.442Z","model":"anthropic/claude-opus-5.5"},"sourceAttribution":{"authors":[{"name":"Sekar, Manonmani","url":null,"kind":"unknown"},{"name":"Nezamoddini, Nasim","url":null,"kind":"unknown"}],"authorRole":"article-author","hosts":[],"status":"stated","authorRoster":{"truncated":false,"omitted":0,"assertionGroupsOmitted":0},"participation":[{"actor":{"name":"Sekar, Manonmani","url":null,"kind":"unknown","actorId":null},"role":"author","scope":{"kind":"work-credit","locator":null},"literalCredit":"Sekar, Manonmani","status":"stated","provenance":{"basis":"head-meta","sourceUrl":"https://arxiv.org/abs/2611.02125","locator":"head/meta[name=author|citation_author]"},"assertionId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361:participation:0","identity":{"version":"entity-identity-v1","status":"unresolved","actorId":null,"canonicalActorId":null,"candidateActorIds":[],"assertions":[],"sourceObservedAt":"2026-11-10T06:56:09.359Z","knowledgeAsOf":null},"sourceVersion":{"snapshotId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361","sourceUrl":"https://arxiv.org/abs/2611.02125","contentSha256":"7d25949edf6665047dc1a5370af4722b6bea6a91b14da6393e8b24b93122eb89","textHash":"eb82f779a1eb1cf111241bf7b7a07707a7887d93e3b3938954b2823b4d9ac0b6","observedAt":"2026-11-10T06:56:09.359Z"}},{"actor":{"name":"Nezamoddini, Nasim","url":null,"kind":"unknown","actorId":null},"role":"author","scope":{"kind":"work-credit","locator":null},"literalCredit":"Nezamoddini, Nasim","status":"stated","provenance":{"basis":"head-meta","sourceUrl":"https://arxiv.org/abs/2611.02125","locator":"head/meta[name=author|citation_author]"},"assertionId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361:participation:1","identity":{"version":"entity-identity-v1","status":"unresolved","actorId":null,"canonicalActorId":null,"candidateActorIds":[],"assertions":[],"sourceObservedAt":"2026-11-10T06:56:09.359Z","knowledgeAsOf":null},"sourceVersion":{"snapshotId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361","sourceUrl":"https://arxiv.org/abs/2611.02125","contentSha256":"7d25949edf6665047dc1a5370af4722b6bea6a91b14da6393e8b24b93122eb89","textHash":"eb82f779a1eb1cf111241bf7b7a07707a7887d93e3b3938954b2823b4d9ac0b6","observedAt":"2026-11-10T06:56:09.359Z"}}],"participationCoverage":{"total":2,"returned":2,"complete":true,"fullAssertions":"source-metadata-endpoint"},"distribution":null,"publisher":null,"sourceUrl":"https://arxiv.org/abs/2611.02125","snapshotId":"39d2580d369a12cfefc55615ffc8270645e6e897997cb78a28ac69aa313a0361","contentSha256":"7d25949edf6665047dc1a5370af4722b6bea6a91b14da6393e8b24b93122eb89","textHash":"eb82f779a1eb1cf111241bf7b7a07707a7887d93e3b3938954b2823b4d9ac0b6","observedAt":"2026-11-10T06:56:09.359Z","basis":"publisher-page-metadata","sourceLinks":44,"linksTruncated":false,"metadataUrl":"/api/pipeline/stream/69dfcd90a6cc4d64f80bd25ebcdc0a56b830febea3e31ca38dd04d38884ea002/source"}}}],"audits":[{"publicationId":"e9600d97-e0d8-46e6-8350-3e00ed4fa2a5","verdict":"uncertain","findings":[{"dimension":"attribution","status":"pass","explanation":"The reading correctly attributes the review to Manonmani Sekar and Nasim Nezamoddini, and its findings are framed as the authors' reports, not established fact.","excerpt":"Authors:Manonmani Sekar, Nasim Nezamoddini"},{"dimension":"summary","status":"uncertain","explanation":"The reading is largely faithful, but 'digital twin' is never explained, though the source defines it as software models of plants kept up to date with live data. Smallest repair: add that clause. 'Illustrating each with one example' may suggest separate examples; the source uses a single running example throughout. The question asks for a list the abstract omits, rather than an open issue, such as whether a system can combine cross-company matching with run-time repair. The reading also does not say why broken mappings matter between companies.","excerpt":"each twin must translate the other's data into its own terms"},{"dimension":"date","status":"pass","explanation":"The originalPublished date of 2026-11-01 matches the arXiv v1 submission date of 1 Nov 2026. The later feed date was correctly not used.","excerpt":"[Submitted on 1 Nov 2026]"},{"dimension":"support","status":"pass","explanation":"The claims about mapping breakage, the 5,833 screened records, 119 full texts and 32 included studies, the separate ingredients, and the six requirements are all stated in the abstract. The claim 2 excerpt omits the 32-study finding, but the abstract supports it elsewhere. The limitations correctly note that only the abstract is available.","excerpt":"In all 32 included studies the mapping is fixed before operation"},{"dimension":"media","status":"pass","explanation":"The selected media is the verified direct arXiv abstract page for this paper, which is the most direct access to the source.","excerpt":null}],"createdAt":"2026-11-10T06:24:19.442Z","model":"anthropic/claude-opus-5.5"}],"correctionUrl":"https://escapemeridian.com/corrections/"}