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Novelty Assessment with Graph-Based Reasoning

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Linked challenge: Multimodal Patent & IP Novelty Detector

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Linked challenge
Multimodal Patent & IP Novelty Detector

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Original prompt text with formatting preserved for inspection.

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Develop the 'Novelty Assessment Agent'. This agent, powered by GPT-5, should query the graph RAG using the new patent's claims and image analysis output to identify similar prior art. Its reasoning process should involve traversing the graph to find connections between concepts, claims, and figures across different patents, then synthesizing this information to quantify the novelty and explain the differences.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.