Pith Number

pith:MGV3ZCPY

pith:2026:MGV3ZCPYKCAFJLZP5Q4PZWVLVG

not attested not anchored not stored refs pending

More than a Judge: An Empirical Study of Agent-Human Interaction in Crowdsourced Testing Assessment

Qing Gu, Shengcheng Yu, Yuan Zhao, Yue Wang, Zhenyu Chen

arxiv:2606.06301 v1 · 2026-06-04 · 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{MGV3ZCPYKCAFJLZP5Q4PZWVLVG}

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	2026-06-05T01:15:41.210976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61abbc89f8508054af2fec38fcdaaba9abbf2f4917ae10edbe8b68b1cb373790

Aliases

arxiv: 2606.06301 · arxiv_version: 2606.06301v1 · doi: 10.48550/arxiv.2606.06301 · pith_short_12: MGV3ZCPYKCAF · pith_short_16: MGV3ZCPYKCAFJLZP · pith_short_8: MGV3ZCPY

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/MGV3ZCPYKCAFJLZP5Q4PZWVLVG \
  | 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: 61abbc89f8508054af2fec38fcdaaba9abbf2f4917ae10edbe8b68b1cb373790

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed063f0b4523d88652f42b83be6083ccb41882e33b230c46177f861b8ecb143d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-04T15:39:05Z",
    "title_canon_sha256": "11be4fddb6c03620397d041546021e38fc49a722406be46c1ef6257da200d1d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06301",
    "kind": "arxiv",
    "version": 1
  }
}