Pith Number

pith:6MZAKTR6

pith:2026:6MZAKTR6BJYSAZZRFOM4GQEUQ2

not attested not anchored not stored refs pending

Automated Transcript Analysis for Detecting Flaws in Agentic Benchmarks

Benjamin Allan-Rahill, Damian S\'ojka, Harry Coppock, James Mann, Jeff Mohl, Justin Olive, Kaelan Yim, Magda Dubois, Nelson Gardner-Challis

arxiv:2607.27518 v1 · 2026-07-29 · 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{6MZAKTR6BJYSAZZRFOM4GQEUQ2}

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	2026-07-31T01:24:58.305409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

f332054e3e0a712067312b99c34094869cc39b1698eca4a027d6a879e67eb4bd

Aliases

arxiv: 2607.27518 · arxiv_version: 2607.27518v1 · doi: 10.48550/arxiv.2607.27518 · pith_short_12: 6MZAKTR6BJYS · pith_short_16: 6MZAKTR6BJYSAZZR · pith_short_8: 6MZAKTR6

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/6MZAKTR6BJYSAZZRFOM4GQEUQ2 \
  | 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: f332054e3e0a712067312b99c34094869cc39b1698eca4a027d6a879e67eb4bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a40d86c9b01c461dae47a4da99c0285900e22ab61faba7f40a20afd65e2f60d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-29T23:17:08Z",
    "title_canon_sha256": "c945562c98ac185afe4ae4c9cbbb720060a6e5185d7c4d71f527c0ef182e2681"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.27518",
    "kind": "arxiv",
    "version": 1
  }
}