Pipeline
Every paper's position in the automated workflow. Each row is a stage; counts come from entities.db.schedule.
🔭
Discovered
stage='discovered'Seen by paper_discovery / local-folder ingest
✓ 1,102 done
last:
5/16/2026, 6:27:
⚖️
Triaged
stage='triaged'Scored by paper_triage (regex + Haiku + composite)
no rows yet
last:
—
📥
Queued
stage='queued'suggested_action ∈ {read, integrate}
no rows yet
last:
—
📄
Ingested
stage='ingested'PDF downloaded + pdftotext + entity created
✓ 96 done
last:
5/16/2026, 6:27:
🔗
Refs extracted
stage='refs-extracted'Bibliography parsed → citations rows
✓ 30 done
last:
5/16/2026, 6:27:
🕸️
Graphified
stage='graphified'Concepts + relations extracted into entities
✓ 35 done
last:
5/16/2026, 6:27:
🌐
Merged into 7-way
stage='merged'Cross-corpus graph updated
no rows yet
last:
—
📨
Surfaced to multica
stage='multica-surfaced'Anton sees it in /pending
✓ 129 done
last:
5/16/2026, 6:27:
Next to triage
`discovered` → `triaged`
Next to ingest
`triaged` → `ingested`
queue empty
Next refs extraction
`ingested` → `refs-extracted`
- The World Inside Neural Networks
- Anima Labs Phenomenology Pt1
- Interpreting Language Model Parameters
- 2026 02 02_2328_Search_Papers_The Literature Shows Strong Theoretical Foundation
- Janus Information Flow Transformers 2025
- Niab018_Sandvedsmith_Ramstead_2021_Computational_Phenomenology_Meta_Awareness
- 2026 02 02_2324_Search_Papers_The Research Thread On Sci Loop Methodology For Ai
- Milinkovic_Aru_2026_Biological_Artificial_Consciousness
Local reservoirs
Folders the pipeline can sweep on demand via ingest_local_folder.py.
synthesis/sources/papers/15 PDFs · Levin-school sources (TAME, bioelectric, etc.)
synthesis/papers/cleaned/14 markdowns · pre-extracted, ingested
alexander/papers/28 PDFs + 29 extracted · Nature of Order Telegram shares