Pith Number

pith:LCZ5COGY

pith:2026:LCZ5COGY2G646PM4EFNWIPSUTO

not attested not anchored not stored refs pending

AdaStop: Cost-Aware Early Stopping for DNN Test Selection

Bonan Shen, Jiazhou Gao, Tao Ning, Wei-Jung Huang, Xin Liu

arxiv:2607.05461 v1 · 2026-07-06 · 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{LCZ5COGY2G646PM4EFNWIPSUTO}

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	2026-07-08T01:18:10.602775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58b3d138d8d1bdcf3d9c215b643e549b9a3649db08bcdb97b8e6c140effa2c1e

Aliases

arxiv: 2607.05461 · arxiv_version: 2607.05461v1 · doi: 10.48550/arxiv.2607.05461 · pith_short_12: LCZ5COGY2G64 · pith_short_16: LCZ5COGY2G646PM4 · pith_short_8: LCZ5COGY

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/LCZ5COGY2G646PM4EFNWIPSUTO \
  | 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: 58b3d138d8d1bdcf3d9c215b643e549b9a3649db08bcdb97b8e6c140effa2c1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fd8dd257076119935c4e5503d41758f3aeee4b0d8cac3c328c0dc571a960d88",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-06T01:17:18Z",
    "title_canon_sha256": "82c408cfd73fa6fb1740c371f50b1fc1379b4ae94f54927e34f0374aa63f3aa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05461",
    "kind": "arxiv",
    "version": 1
  }
}