Pith Number

pith:CMJIYLIE

pith:2025:CMJIYLIEDJLKZINCXUBNY4ASYI

not attested not anchored not stored refs pending

REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once

Conghui He, H. Vicky Zhao, Lijun Wu, Qiyao Sun, Qizhi Pei, Yu Li, Zhuoshi Pan, Zinan Tang

arxiv:2507.10541 v2 · 2025-07-14 · 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{CMJIYLIEDJLKZINCXUBNY4ASYI}

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.

Cited by

2 papers in Pith

From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents

Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs

Receipt and verification

First computed	2026-07-05T11:37:26.894054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13128c2d041a56aca1a2bd02dc7012c219e8661058eb34ab7ee933aac1385e1b

Aliases

arxiv: 2507.10541 · arxiv_version: 2507.10541v2 · doi: 10.48550/arxiv.2507.10541 · pith_short_12: CMJIYLIEDJLK · pith_short_16: CMJIYLIEDJLKZINC · pith_short_8: CMJIYLIE

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/CMJIYLIEDJLKZINCXUBNY4ASYI \
  | 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: 13128c2d041a56aca1a2bd02dc7012c219e8661058eb34ab7ee933aac1385e1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50b70a00d58b3567768dbd2180046bc2a7130c8e639cc9255f8fb98e8e7da727",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-14T17:58:47Z",
    "title_canon_sha256": "85bae915b00fb73fb66afee6262c0c933b68959212bc6b0fb0da69ad01a3b369"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10541",
    "kind": "arxiv",
    "version": 2
  }
}