Pith Number

pith:6GTDGQ4E

pith:2026:6GTDGQ4E3E2IILNLIQLOCZVCSO

not attested not anchored not stored refs pending

Calibrated Test-Time Guidance for Bayesian Inference

Daniel Geyfman, Felix Draxler, Hyunsoo Lee, Jan Groeneveld, Stephan Mandt, Theofanis Karaletsos

arxiv:2602.22428 v2 · 2026-02-25 · cs.LG · 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{6GTDGQ4E3E2IILNLIQLOCZVCSO}

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	2026-07-02T00:18:27.332868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1a6334384d934842dab4416e166a293b1423a20469c4f0adf174c7241750a18

Aliases

arxiv: 2602.22428 · arxiv_version: 2602.22428v2 · doi: 10.48550/arxiv.2602.22428 · pith_short_12: 6GTDGQ4E3E2I · pith_short_16: 6GTDGQ4E3E2IILNL · pith_short_8: 6GTDGQ4E

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/6GTDGQ4E3E2IILNLIQLOCZVCSO \
  | 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: f1a6334384d934842dab4416e166a293b1423a20469c4f0adf174c7241750a18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f99089f4d5cae4c053f4606fa37f14970c88edee2da02f5d9ff1fc0aed2d3853",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-25T21:38:47Z",
    "title_canon_sha256": "f829505c4494e31c15caaf3f2f94d3bfc68c42edf2c8e9668963555ec47d3773"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.22428",
    "kind": "arxiv",
    "version": 2
  }
}