Pith Number

pith:5ES5UFTR

pith:2025:5ES5UFTR5EAT252UCHKM5CL5DM

not attested not anchored not stored refs pending

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly

Bhavya Vasudeva, Christos Thrampoulidis, Puneesh Deora, Tina Behnia

arxiv:2506.19351 v1 · 2025-06-24 · 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{5ES5UFTR5EAT252UCHKM5CL5DM}

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	2026-07-05T11:26:13.866538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e925da1671e9013d775411d4ce897d1b283d3768198c1dd3878032c37be75a8c

Aliases

arxiv: 2506.19351 · arxiv_version: 2506.19351v1 · doi: 10.48550/arxiv.2506.19351 · pith_short_12: 5ES5UFTR5EAT · pith_short_16: 5ES5UFTR5EAT252U · pith_short_8: 5ES5UFTR

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/5ES5UFTR5EAT252UCHKM5CL5DM \
  | 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: e925da1671e9013d775411d4ce897d1b283d3768198c1dd3878032c37be75a8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc34005f6930346bd7d8204f1abf43ab690bf330fcaa04c02e3a02ab1e53e3a7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-24T06:33:00Z",
    "title_canon_sha256": "60c8b50cd34ae463f98baccd5ffa4ece7dfb325433db25c803aed19feccf48de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.19351",
    "kind": "arxiv",
    "version": 1
  }
}