Pith Number

pith:GDQ2JXMV

pith:2026:GDQ2JXMVY26IWMMNS43D363VMV

not attested not anchored not stored refs pending

Transformers Can Learn Posterior Predictive Distributions In-Context

Changwoo J. Lee, Gyeonghun Kang, Xiang Cheng

arxiv:2605.26713 v1 · 2026-05-26 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GDQ2JXMVY26IWMMNS43D363VMV}

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	2026-05-27T01:06:08.851054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30e1a4dd95c6bc8b318d97363dfb75656d4223936a21cc06e1d1aba209873902

Aliases

arxiv: 2605.26713 · arxiv_version: 2605.26713v1 · doi: 10.48550/arxiv.2605.26713 · pith_short_12: GDQ2JXMVY26I · pith_short_16: GDQ2JXMVY26IWMMN · pith_short_8: GDQ2JXMV

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/GDQ2JXMVY26IWMMNS43D363VMV \
  | 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: 30e1a4dd95c6bc8b318d97363dfb75656d4223936a21cc06e1d1aba209873902

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3d5342977b8b0c752a5c14e630162f13acc969da993153ec932d4950ba34c33",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-05-26T08:54:02Z",
    "title_canon_sha256": "7b66e44b50538d89d756ae88a14622ee580feaeda2d5827bc0b3805c9ad09104"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26713",
    "kind": "arxiv",
    "version": 1
  }
}