Pith Number

pith:FXK5PQRF

pith:2024:FXK5PQRFSO5SXLBDNSEHUE2C3I

not attested not anchored not stored refs pending

L3Ms -- Lagrange Large Language Models

Alex Smola, Guneet S. Dhillon, Xingjian Shi, Yee Whye Teh

arxiv:2410.21533 v3 · 2024-10-28 · cs.LG · cs.AI · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FXK5PQRFSO5SXLBDNSEHUE2C3I}

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	2026-07-05T10:31:49.270524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dd5d7c22593bb2bac236c887a1342da2cb61c9720e5fec7a307f41013b83681

Aliases

arxiv: 2410.21533 · arxiv_version: 2410.21533v3 · doi: 10.48550/arxiv.2410.21533 · pith_short_12: FXK5PQRFSO5S · pith_short_16: FXK5PQRFSO5SXLBD · pith_short_8: FXK5PQRF

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/FXK5PQRFSO5SXLBDNSEHUE2C3I \
  | 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: 2dd5d7c22593bb2bac236c887a1342da2cb61c9720e5fec7a307f41013b83681

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0aaccbb17c102fc42c2171a5cb3aee98c99c6ccb29e2e587ff94d620436f737",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-28T21:02:13Z",
    "title_canon_sha256": "e4ca3faaf12b1da8ccaa060ba30104b9d0c54468b83e7dd0b247595b386f9946"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21533",
    "kind": "arxiv",
    "version": 3
  }
}