Pith Number

pith:3Y5E44A4

pith:2025:3Y5E44A47FHW35X6RLHSKBKC36

not attested not anchored not stored refs pending

Training Plug-n-Play Knowledge Modules with Deep Context Distillation

Alan Ansell, Alessandro Sordoni, Edoardo Ponti, Ivan Vuli\'c, Lucas Caccia

arxiv:2503.08727 v4 · 2025-03-11 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3Y5E44A47FHW35X6RLHSKBKC36}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

Frames2LoRA: Parametric Video Internalization for Vision-Language Models

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories

Do Language Models Need Sleep? Offline Recurrence for Improved Online Inference

Nectar: Neural Estimation of Cached-Token Attention via Regression

The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment

Receipt and verification

First computed	2026-07-05T11:50:33.869080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de3a4e701cf94f6df6fe8acf250542dfad27aca310e34defa8cb2615c4bc11dc

Aliases

arxiv: 2503.08727 · arxiv_version: 2503.08727v4 · doi: 10.48550/arxiv.2503.08727 · pith_short_12: 3Y5E44A47FHW · pith_short_16: 3Y5E44A47FHW35X6 · pith_short_8: 3Y5E44A4

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/3Y5E44A47FHW35X6RLHSKBKC36 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: de3a4e701cf94f6df6fe8acf250542dfad27aca310e34defa8cb2615c4bc11dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e8cb3e3a3e096e247413321346735d4f07835baf968f6c9b1d03bda2ea63ba1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-11T01:07:57Z",
    "title_canon_sha256": "5b574cc996a757c7f9fd63a884a88b280711829c6e83d4e0bbd912a03863f15c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.08727",
    "kind": "arxiv",
    "version": 4
  }
}