Vince/evidence source indices#935
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- Renamed 'atomic facts' to 'molecular facts' - Added decontextuality (stranger test) instruction with enduring vs incidental descriptors - Added minimality instruction (only enough context for interpretability) - Removed proposition gate (redundant with d + m gradient) - Updated examples to show molecular ideal
Each explicit observation now carries source_indices — 0-based indices into the <messages> block pointing to the messages that directly support the conclusion. Messages in the prompt are prefixed with [N] indices. This enables the action-based judge's evidence entailment criterion to slice the conversation to just the supporting messages instead of using the full conversation as evidence context (degraded mode). No text duplication — the LLM outputs indices (cheap, low-error), and the judge looks up the real message text from the trace input.
- Clarify that source_indices can point at any speaker's messages, not just the user's — what matters is which messages contain the evidence - Add two examples: assistant-sourced attribution and multi-message attribution showing question + recommendation + confirmation - Addresses issue where deriver cited wrong messages for conclusions derived from assistant responses
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✨ Finishing Touches🧪 Generate unit tests (beta)
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make the deriver indicate which messages a conclusion came from via source ids