Pith Number

pith:MK2QSWIK

pith:2026:MK2QSWIKGRQJXK427RDQSUCYTZ

not attested not anchored not stored refs pending

Granularity-Regulated Adaptive Computational Efficiency for Optimal Verification in Test-Time Scaling

Ardit Krasniqi, Elira Dervishi, Luan Vejsiu

arxiv:2606.19354 v1 · 2026-04-28 · cs.CL · 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{MK2QSWIKGRQJXK427RDQSUCYTZ}

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	2026-06-19T16:12:23.003971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62b509590a34609bab9afc470950589e4dd1d116c6d68e0416a145a7569a7bd7

Aliases

arxiv: 2606.19354 · arxiv_version: 2606.19354v1 · doi: 10.48550/arxiv.2606.19354 · pith_short_12: MK2QSWIKGRQJ · pith_short_16: MK2QSWIKGRQJXK42 · pith_short_8: MK2QSWIK

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/MK2QSWIKGRQJXK427RDQSUCYTZ \
  | 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: 62b509590a34609bab9afc470950589e4dd1d116c6d68e0416a145a7569a7bd7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62243b7d2f94288cf566d188a1114aa707fa0dba7fe119f4e584e6e1f44d90d5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-04-28T18:19:16Z",
    "title_canon_sha256": "1e32a802428d1d501f0bb069d013054d5f3e69d6a43473e0416cdd193338b42e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19354",
    "kind": "arxiv",
    "version": 1
  }
}