Pith Number

pith:VR4YEPWF

pith:2026:VR4YEPWFBEVD3ACIWC3OP3JAZL

not attested not anchored not stored refs pending

DEFINED: A Data-Efficient Computational Framework for Fine-Grained Creativity Assessment in Debate Scenarios

Aimin Zhou, Hong Qian, Jiajun Guo, Mingjia Li, Tongzhou Yu, Wenkai Wang, Xiangfeng Wang, Yaoyu Jiang, Zongbao Zhang

arxiv:2606.07226 v1 · 2026-06-05 · cs.LG · cs.AI · 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{VR4YEPWFBEVD3ACIWC3OP3JAZL}

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	2026-06-08T01:04:54.339605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac79823ec5092a3d8048b0b6e7ed20cadec7473f92b4e9cc2a24cb09b30c61ad

Aliases

arxiv: 2606.07226 · arxiv_version: 2606.07226v1 · doi: 10.48550/arxiv.2606.07226 · pith_short_12: VR4YEPWFBEVD · pith_short_16: VR4YEPWFBEVD3ACI · pith_short_8: VR4YEPWF

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/VR4YEPWFBEVD3ACIWC3OP3JAZL \
  | 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: ac79823ec5092a3d8048b0b6e7ed20cadec7473f92b4e9cc2a24cb09b30c61ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb62eebf231360aa56248efe3eed533a0cf6bad06a3590c6edf2fc027dd9e94c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-05T12:42:56Z",
    "title_canon_sha256": "d4247e342f70df7b7bc675050f70695f04f928e0aed6c8badb223129d0262cd9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07226",
    "kind": "arxiv",
    "version": 1
  }
}