Gated, attributed, typed edits to an agent-queried ontology
Keep the semantic layer outside the prompt as queryable MCP tools; when the agent fails, diagnose from traces, attribute the failure to the schema, content or tool level, write a typed edit at that level, and keep it only if a paired evalua
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Keep the semantic layer outside the prompt as queryable MCP tools; when the agent fails, diagnose from traces, attribute the failure to the schema, content or tool level, write a typed edit at that level, and keep it only if a paired evalua Filed by the drafting stage from EvoOntology: A Self-Evolving Ontology Layer for Data Agents (2609.15779) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Trajectory and message accuracy on DDR-Bench across six backbones against a no-ontology ReAct baseline and a static-prompt semantic layer; EX/VES on BIRD; step-wise and level-wise ablations averaged over four backbones. Developer-reported.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.