pith. sign in
Pith Number

pith:ZROJB42X

pith:2026:ZROJB42XLLBOSY362OJ7Y45HQX
not attested not anchored not stored refs pending

ARCO: Adaptive Rubric with Co-Evolution for Multi-Step LLM-Based Agents

Jingsen Zhang, Rui Li, Xiaohe Bo, Xu Chen, Yuanzi Li, Zihang Tian

arxiv:2606.21262 v1 · 2026-06-19 · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZROJB42XLLBOSY362OJ7Y45HQX}

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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 2026-06-23T01:12:35.150902Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cc5c90f3575ac2e9637ed393fc73a785c0e8f6dced216f28307c71c9d7986436

Aliases

arxiv: 2606.21262 · arxiv_version: 2606.21262v1 · doi: 10.48550/arxiv.2606.21262 · pith_short_12: ZROJB42XLLBO · pith_short_16: ZROJB42XLLBOSY36 · pith_short_8: ZROJB42X
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZROJB42XLLBOSY362OJ7Y45HQX \
  | 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: cc5c90f3575ac2e9637ed393fc73a785c0e8f6dced216f28307c71c9d7986436
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a113f3fc328ca9593509a31cfa0f8219b65156f5b1cfc5855d1fc32b465e6d08",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-19T09:38:02Z",
    "title_canon_sha256": "24cd19b5fd802287e79e519b3e08ee62f2024a5592812236c6a398f80250fec5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.21262",
    "kind": "arxiv",
    "version": 1
  }
}