Pith Number

pith:MSWBHSTP

pith:2025:MSWBHSTP4GTZHKLZOYJ7RGVAEG

not attested not anchored not stored refs pending

REPRO-Bench: Can Agentic AI Systems Assess the Reproducibility of Social Science Research?

Aum Wadhwani, Austin Peters, Chuxuan Hu, Daniel Kang, Liyun Zhang, Yeji Lim

arxiv:2507.18901 v1 · 2025-07-25 · 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{MSWBHSTP4GTZHKLZOYJ7RGVAEG}

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

4 papers in Pith

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?

Automating Computational Reproducibility in Social Science: Comparing Prompt-Based and Agent-Based Approaches

How to Interpret Agent Behavior

Evaluating LLM Agents on Automated Software Analysis Tasks

Receipt and verification

First computed	2026-07-05T11:43:15.828858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64ac13ca6fe1a793a9797613f89aa02184565fc84bdd574327409663f06f9d40

Aliases

arxiv: 2507.18901 · arxiv_version: 2507.18901v1 · doi: 10.48550/arxiv.2507.18901 · pith_short_12: MSWBHSTP4GTZ · pith_short_16: MSWBHSTP4GTZHKLZ · pith_short_8: MSWBHSTP

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/MSWBHSTP4GTZHKLZOYJ7RGVAEG \
  | 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: 64ac13ca6fe1a793a9797613f89aa02184565fc84bdd574327409663f06f9d40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f2fad0dcdd3ce4b0b2009786e701dabb958d07889ac95b235fd79ce2eb0fc24",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-25T02:48:30Z",
    "title_canon_sha256": "d24a0359801822bb22050f87f9724ec19f13022a9a4d8cc20186d84eaed83ea9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18901",
    "kind": "arxiv",
    "version": 1
  }
}