Pith Number

pith:QQ5XNQA4

pith:2026:QQ5XNQA4LPNZASGZQK4X5OWZOG

not attested not anchored not stored refs pending

Benchmarks are Not Enough: RAMP for Runtime Assessing of Agentic Models in Production Systems

Bingjie Liu, Xianwei Zhang, Xin Huang, Yipeng Ouyang, Yuhao Gu, Zhongchun Zheng

arxiv:2605.27492 v1 · 2026-05-26 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QQ5XNQA4LPNZASGZQK4X5OWZOG}

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	2026-05-28T00:05:21.162536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

843b76c01c5bdb9048d982b97ebad9718564328147b350637e0f5caa8ae6547c

Aliases

arxiv: 2605.27492 · arxiv_version: 2605.27492v1 · doi: 10.48550/arxiv.2605.27492 · pith_short_12: QQ5XNQA4LPNZ · pith_short_16: QQ5XNQA4LPNZASGZ · pith_short_8: QQ5XNQA4

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/QQ5XNQA4LPNZASGZQK4X5OWZOG \
  | 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: 843b76c01c5bdb9048d982b97ebad9718564328147b350637e0f5caa8ae6547c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecf2cea38a9a2ebee65bb2b871289d6f8f3746a198859d533481f99e7196d59f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-05-26T16:28:10Z",
    "title_canon_sha256": "ce020bac9b96ca5cc8b5a26b6e28c1747e43811ed2e3be066585c7c3a978725b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27492",
    "kind": "arxiv",
    "version": 1
  }
}