Pith Number

pith:V3URWCLV

pith:2026:V3URWCLVVQSMPOHAXBGWRHBWTJ

not attested not anchored not stored refs pending

LLM Scheming Inversely Scales with Pretraining Language Coverage

Aryan Panda, Maheep Chaudhary, Nathan Truong, Rayming Ye, Zoe Sun

arxiv:2607.24769 v1 · 2026-06-09 · cs.AI · 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{V3URWCLVVQSMPOHAXBGWRHBWTJ}

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	2026-07-29T00:24:42.993056Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aee91b0975ac24c7b8e0b84d689c369a66a68c312d76f20c35b5f39209a975f2

Aliases

arxiv: 2607.24769 · arxiv_version: 2607.24769v1 · doi: 10.48550/arxiv.2607.24769 · pith_short_12: V3URWCLVVQSM · pith_short_16: V3URWCLVVQSMPOHA · pith_short_8: V3URWCLV

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/V3URWCLVVQSMPOHAXBGWRHBWTJ \
  | 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: aee91b0975ac24c7b8e0b84d689c369a66a68c312d76f20c35b5f39209a975f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab02050f4bcbfd5318892cfbf5202c742f203e11f762709f4080bdea60b5730b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-09T06:02:50Z",
    "title_canon_sha256": "2ac1b5a2e7050cbb6a498db902227a2b6e953b03f5ea05ba2195e687bd039be2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24769",
    "kind": "arxiv",
    "version": 1
  }
}