Pith Number

pith:AUQJBBC4

pith:2021:AUQJBBC4NY4F2J65KXKI2TLG6X

not attested not anchored not stored refs pending

Automatic Web Testing using Curiosity-Driven Reinforcement Learning

Jianye Hao, Lei Ma, Xiaofei Xie, Yang Liu, Yan Zheng, Yepang Liu, Yi Liu

arxiv:2103.06018 v1 · 2021-03-10 · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AUQJBBC4NY4F2J65KXKI2TLG6X}

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.

Cited by

1 paper in Pith

LLMShot: Reducing snapshot testing maintenance via LLMs

Receipt and verification

First computed	2026-07-05T02:22:00.764646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

052090845c6e385d27dd55d48d4d66f5dae806ac998e7424b801625820716456

Aliases

arxiv: 2103.06018 · arxiv_version: 2103.06018v1 · doi: 10.48550/arxiv.2103.06018 · pith_short_12: AUQJBBC4NY4F · pith_short_16: AUQJBBC4NY4F2J65 · pith_short_8: AUQJBBC4

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/AUQJBBC4NY4F2J65KXKI2TLG6X \
  | 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: 052090845c6e385d27dd55d48d4d66f5dae806ac998e7424b801625820716456

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ef160ee2ddb0ec761299ffefe0a6d37f957b5b4f65404f5403dffdddf100e61",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2021-03-10T12:34:36Z",
    "title_canon_sha256": "46fc1b0b87974c056ac50c3eeede63d2a176dbc04edd644ed61a6d38f40a9c6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.06018",
    "kind": "arxiv",
    "version": 1
  }
}