Pith Number

pith:PJR6PRDK

pith:2022:PJR6PRDKD3IBTPNBJ4VROFJ6UU

not attested not anchored not stored refs pending

Validating Large Language Models with ReLM

George Amvrosiadis, Michael Kuchnik, Virginia Smith

arxiv:2211.15458 v2 · 2022-11-21 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PJR6PRDKD3IBTPNBJ4VROFJ6UU}

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	2026-07-05T06:08:14.657018Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a63e7c46a1ed019bda14f2b17153ea5047e7be5417705a7477a6e2d574791c1

Aliases

arxiv: 2211.15458 · arxiv_version: 2211.15458v2 · doi: 10.48550/arxiv.2211.15458 · pith_short_12: PJR6PRDKD3IB · pith_short_16: PJR6PRDKD3IBTPNB · pith_short_8: PJR6PRDK

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/PJR6PRDKD3IBTPNBJ4VROFJ6UU \
  | 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: 7a63e7c46a1ed019bda14f2b17153ea5047e7be5417705a7477a6e2d574791c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a20b48e31f4db9903bac23e4857881a3c65fe7b86044ef3d9d2b77ded47e3edb",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-21T21:40:35Z",
    "title_canon_sha256": "efa4e729f7fba88223cb8cf391b3847dfeacaf6079d9f17ce16eb46b55676943"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.15458",
    "kind": "arxiv",
    "version": 2
  }
}