Lens Distill

A book in.
Cited claims out.

Drop a PDF and an extract.md persona. Linear jobs extract, dedupe, build concepts, then wire a graph — with a live timeline and embedding explorer.

Distill a book →See gallery3 of 3 weekly slots · global cap

Pipeline

LLM= Haiku / Sonnet / Opus

  1. chunk

    Split by chapter

  2. embed

    1536-d vectors

  3. LLM

    extract

    Persona claims

  4. LLM

    dedupe

    Merge near-twins

  5. canonicalize

    Unify tags

  6. concepts

    Nodes ≥ threshold

  7. LLM

    graph

    Edges + kinds

API limits

Provider headroom for distill calls.

Anthropic · Claude

Probing…

OpenRouter · embeds + fallback

Probing…

Books

0

in gallery

Live claims

0

after dedupe

Concepts

0

0 edges

Slots left

3

of 3 this week

Upload

Persona first, then PDF. Pipeline starts on success.

595/4000

Topic lens for claims — cannot change models, bypass the weekly cap, or override safety rules.