Paper specifies a commit guardrail for agentic entity resolution
Original title: Constraining the Commit Boundary: A DIO/ODI-Informed Authorization Guardrail for Agentic Entity Resolution
The design is conceptual only, with no implementation, empirical results, or proof of semantic correctness.
The paper proposes an authorization boundary for agentic entity-resolution systems that separates evidence usable for reasoning from evidence allowed to authorize persistent identity changes. A two-phase supervisor would commit only when required propositions are supported, conflicts are resolved, scope is authorized, and state and policy versions remain valid. Admission as UNVERIFIED does not grant authorization. The authors say it does not stop erroneous hypotheses or hypothesis-conditioned retrieval.
Unconfirmed: The paper presents a conceptual specification without implementation or empirical validation.
- Unverified admission does not confer authorization eligibility.
- Insufficient support or unresolved conflict leads to deferral.
- A proposed protocol would test value beyond generic authorization rules.
- Dependency-aware evidence flow is left as future research.
- Enforcement depends on domain policy and evidence promotion.
From the original article
1 min read at arxiv.orgAgentic 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.
By Daniel Beránek · arxiv.org
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