Pith Number

pith:PWMRKGVQ

pith:2026:PWMRKGVQC5YODMVJ3OY6CS4Z7Q

not attested not anchored not stored refs pending

Act As a Real Researcher: A Suite of Benchmarks Evaluating Frontier LLMs and Agentic Harnesses in Research Lifecycle

Bowen Fu, Jiayi Song, Jiayu Wang, Jing Fu, Kaiyu Li, Lanxuan Xue, Lingyu Zhang, Luodi Chen, Weijiang Lv, Xiangyong Cao, Zepeng Xin

arxiv:2606.07462 v1 · 2026-06-05 · 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{PWMRKGVQC5YODMVJ3OY6CS4Z7Q}

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	2026-06-08T01:05:28.503058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d99151ab01770e1b2a9dbb1e14b99fc39bab7d206eba53a17aaff857f08d539

Aliases

arxiv: 2606.07462 · arxiv_version: 2606.07462v1 · doi: 10.48550/arxiv.2606.07462 · pith_short_12: PWMRKGVQC5YO · pith_short_16: PWMRKGVQC5YODMVJ · pith_short_8: PWMRKGVQ

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/PWMRKGVQC5YODMVJ3OY6CS4Z7Q \
  | 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: 7d99151ab01770e1b2a9dbb1e14b99fc39bab7d206eba53a17aaff857f08d539

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2113ce7e9a94a25c3d1c4a6965b41c51537ea8b1c8f72b0560cc49885e005e7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-05T17:13:36Z",
    "title_canon_sha256": "4b553c4a82eb775552ec5725cba5db25d878526fb9027bfa16568a316675e644"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07462",
    "kind": "arxiv",
    "version": 1
  }
}