Pith Number

pith:3PY77BBF

pith:2025:3PY77BBFSD43WW6AYNWZ6XDKUF

not attested not anchored not stored refs pending

MeMo: Towards Language Models with Associative Memory Mechanisms

Andrea Favalli, Cristina Giannone, Davide Venditti, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto, Federico Ranaldi, Giancarlo A. Xompero, Leonardo Ranaldi, Raniero Romagnoli

arxiv:2502.12851 v1 · 2025-02-18 · cs.CL · 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{3PY77BBFSD43WW6AYNWZ6XDKUF}

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.

Receipt and verification

First computed	2026-06-01T02:03:19.577188Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbf1ff842590f9bb5bc0c36d9f5c6aa16e7e6551ac90dc990164b50db8bc0a13

Aliases

arxiv: 2502.12851 · arxiv_version: 2502.12851v1 · doi: 10.48550/arxiv.2502.12851 · pith_short_12: 3PY77BBFSD43 · pith_short_16: 3PY77BBFSD43WW6A · pith_short_8: 3PY77BBF

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/3PY77BBFSD43WW6AYNWZ6XDKUF \
  | 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: dbf1ff842590f9bb5bc0c36d9f5c6aa16e7e6551ac90dc990164b50db8bc0a13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "953846d729d4460564f51f6087cf3a5205ecfa8d681bedb0c3635cbe2c97261b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T13:39:22Z",
    "title_canon_sha256": "ec14d2c229cee4d24453bdd4c3882684e29efa173e0c051a7b245379c9da0589"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12851",
    "kind": "arxiv",
    "version": 1
  }
}