Pith Number

pith:M4ABGPUJ

pith:2026:M4ABGPUJ4ADHYYF3SXO52OEBK3

not attested not anchored not stored refs pending

Structured Inference with Large Language Gibbs

Esmeralda S. Whitammer, Henry Gouk, Sanghyeok Choi

arxiv:2606.19264 v1 · 2026-06-17 · 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{M4ABGPUJ4ADHYYF3SXO52OEBK3}

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	2026-06-19T16:12:09.158754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6700133e89e0067c60bb95dddd388156d39231c64d234cc4eb103ec0dab1f288

Aliases

arxiv: 2606.19264 · arxiv_version: 2606.19264v1 · doi: 10.48550/arxiv.2606.19264 · pith_short_12: M4ABGPUJ4ADH · pith_short_16: M4ABGPUJ4ADHYYF3 · pith_short_8: M4ABGPUJ

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/M4ABGPUJ4ADHYYF3SXO52OEBK3 \
  | 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: 6700133e89e0067c60bb95dddd388156d39231c64d234cc4eb103ec0dab1f288

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61103dd7d78481a5e3c9f8bc1bdb0fde2076d2bf7a2c8e7604c200384f2c8abb",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-17T16:40:32Z",
    "title_canon_sha256": "1992c2576080831ba9bb288cab3376562739a2d09c8be54b33ff2279b3d12250"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19264",
    "kind": "arxiv",
    "version": 1
  }
}