Pith Number

pith:INYKEWFE

pith:2026:INYKEWFEURNSAAVE4AUCLTWDMU

not attested not anchored not stored refs pending

DUEL: Adversarial Self-Play for Multimodal Reasoning

Bingjun Sun, Guangdeng Liao, Hanqing Zeng, Ji Liu, Lin Qiu, Yao Liu

arxiv:2605.24794 v1 · 2026-05-24 · cs.CV · 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{INYKEWFEURNSAAVE4AUCLTWDMU}

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	2026-05-26T01:03:58.744709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4370a258a4a45b2002a4e02825cec36500c69acd3206c9239956417c60088bb0

Aliases

arxiv: 2605.24794 · arxiv_version: 2605.24794v1 · doi: 10.48550/arxiv.2605.24794 · pith_short_12: INYKEWFEURNS · pith_short_16: INYKEWFEURNSAAVE · pith_short_8: INYKEWFE

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/INYKEWFEURNSAAVE4AUCLTWDMU \
  | 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: 4370a258a4a45b2002a4e02825cec36500c69acd3206c9239956417c60088bb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f8af1456b6a805a470538bf6e0f82191774649c4ebd798748c8d01d7f021208",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-24T00:38:26Z",
    "title_canon_sha256": "e80bf54f68b596737541dc951b3055114f87d6026e7ce1ad1957050cae691c1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24794",
    "kind": "arxiv",
    "version": 1
  }
}