Constraining the Commit Boundary: A DIO/ODI-Informed Authorization Guardrail for Agentic Entity Resolution· 约束提交边界:代理实体解析的授权护栏
Agentic Entity Resolution (ER) systems iteratively plan actions, retrieve evidence, revise hypotheses, and propose graph mutations. An erroneous identity hypothesis may condition later retrieval and produce apparent confirmation. This paper proposes a Digital Identity Optimization (DIO) and Ontology of Digital Identity (ODI)-informed authorization boundary between evidence available for agent reasoning and evidence eligible to authorize persistent identity-changing mutations. A domain-governed constraint-binding function maps selected reconstruction-failure distinctions to explicit identity-preserving constraints. An abstract two-phase supervisor permits a commit only when claim-specific authorization-eligible evidence supports every required proposition, relevant conflicts are resolved, t
研究提出一种基于 DIO/ODI 的授权机制,防止代理实体解析中的身份误判。
- 核心方法
- 引入 Digital Identity Optimization (DIO) 和 Ontology of Digital Identity (ODI) 来定义授权边界,通过领域治理的约束绑定函数,将选定的重建失败区分映射到显式的身份保护约束,抽象的两阶段监控器确保当每一次必要的陈述都得到特定授权证据支持,并且相关冲突解决时才允许提交。
- 适合谁读
- 研究者 / 工程师
- 要解决的问题
- 代理实体解析系统在迭代过程中可能因身份假设错误而导致后续证据检索产生伪确认,影响系统准确性和可信度。
- 关键实验
- 未提供
- 主要贡献
- 提出了一种新的授权护栏框架,提高了代理实体解析系统的鲁棒性和可信度。
- 意义与局限
- 该框架有助于提高代理实体解析系统的准确性和安全性,但它可能需要特定领域的知识和约束定义,限制了其通用性。