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 "name": "Streaming Blockchain Enabled Secure And Decentralized Resource Management For Open 45612Cbdba",
 "text": "Blockchain-Enabled Secure and Decentralized Resource Management for Open Radio Access Network Cellular Networks presents the following source proposition: The research focuses on secure communication between O-DU (Distributed Units) and O-CU (Centralized Units) using blockchain technology, along with smart contracts for O-DU to O-CU mapping, thereby ensuring data integrity and authenticity in resource management transactions. This proposition is pertinent to Kaal's source-bound claim that Distributed networks disintermediate: because validation is distributed, a centralized validating entity such as a central bank or clearing house is not necessary to record and validate transactions. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3692.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "url": "https://www.semanticscholar.org/paper/d751a43d38a4420484ea51382ad9b835ca25686c"
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  "citation": "Wulf A. Kaal, Marco Dell'Erba, Blockchain Innovation in Private Investment Funds - A Comparative Analysis of the United States and (2017). SSRN: https://ssrn.com/abstract=3002908",
  "paper": "Wulf A. Kaal, Marco Dell'Erba, Blockchain Innovation in Private Investment Funds - A Comparative Analysis of the United States and",
  "authors": [
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  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=3002908",
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   "url": "https://www.semanticscholar.org/paper/d751a43d38a4420484ea51382ad9b835ca25686c"
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0006, SHA-256 d724cb4e85d4ecdf4e8488b6b1c8ed999688fe58732ad5a50c5c197c25427f43, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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