Pith Number

pith:X2DABLZ6

pith:2026:X2DABLZ6342MOEHP2S73SNO2NF

not attested not anchored not stored refs pending

QuasiMoTTo: Quasi-Monte Carlo Test-Time Scaling

Anthony Zhan, Emily B. Fox, Kanishk Gandhi, Michael Y. Li, Noah D. Goodman

arxiv:2607.01179 v1 · 2026-07-01 · 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{X2DABLZ6342MOEHP2S73SNO2NF}

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	2026-07-02T01:18:31.869918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be8600af3edf34c710efd4bfb935da69566a5b416d8fd83a0d1808c48cbca20c

Aliases

arxiv: 2607.01179 · arxiv_version: 2607.01179v1 · doi: 10.48550/arxiv.2607.01179 · pith_short_12: X2DABLZ6342M · pith_short_16: X2DABLZ6342MOEHP · pith_short_8: X2DABLZ6

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/X2DABLZ6342MOEHP2S73SNO2NF \
  | 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: be8600af3edf34c710efd4bfb935da69566a5b416d8fd83a0d1808c48cbca20c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afbc32203c055a77c2498207792fc4b41468939cbedc5dc243f4c0caef5559da",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-01T17:10:08Z",
    "title_canon_sha256": "de922845b95fe431f104d681dcd62976b1b746f2426039b7877d806e3d0abb9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01179",
    "kind": "arxiv",
    "version": 1
  }
}