0044 makes the ontology a view over what documents say - #710
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WaylandYang wants to merge 11 commits into
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WaylandYang wants to merge 11 commits into
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Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
This was referenced Sep 15, 2026
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Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
This was referenced Sep 16, 2026
…bench Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Signed-off-by: WaylandYang <wayland0916@gmail.com>
This was referenced Sep 16, 2026
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Rewrites decision record 0044. The staged-reading draft proposed more stages around binding facts to the ontology at write time; a prototype run on 2026-09-15 found that binding at write time is where extraction errors come from.
What the record now proposes:
Evidence (Re-DocRED 100 documents plus the FDA, statistics and SEC corpora; DeepSeek-V4-Flash, judged by a calibrated DeepSeek-V4-Pro): 0 of 333 open statements unstated against 4–9% of facts bound at write time; per-document slicing of a 967-property ontology keeps 86.6% of needed relations; an errata agent raised judged precision from 76.1% to 89.5%; token cost and a compact pipeline are measured in the record.
Nothing is built in the product. Stacked on #699 for 0043.
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