Pith Number

pith:MXAUWQ6I

pith:2026:MXAUWQ6IRVAVGWMVUE5EP45WPM

not attested not anchored not stored refs pending

Evaluating Deep Research Agents on Expert Consulting Work: A Benchmark with Verifiers, Rubrics, and Cognitive Traps

Aman Saksena, Divyansh Sahu, Tanmay Asthana

arxiv:2605.17554 v1 · 2026-05-17 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MXAUWQ6IRVAVGWMVUE5EP45WPM}

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	2026-05-20T00:04:45.460846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65c14b43c88d41535995a13a47f3b67b34bd63b10bd5f464bb16e476d6a6318b

Aliases

arxiv: 2605.17554 · arxiv_version: 2605.17554v1 · doi: 10.48550/arxiv.2605.17554 · pith_short_12: MXAUWQ6IRVAV · pith_short_16: MXAUWQ6IRVAVGWMV · pith_short_8: MXAUWQ6I

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/MXAUWQ6IRVAVGWMVUE5EP45WPM \
  | 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: 65c14b43c88d41535995a13a47f3b67b34bd63b10bd5f464bb16e476d6a6318b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e22f6c995cfc738dabc25581f0bd34a1665d2646bcb969706211a3682267362c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-17T17:32:52Z",
    "title_canon_sha256": "af72164c678330ecf1bc9e56063a94ef6958b05859230e91c81097f42a569bd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.17554",
    "kind": "arxiv",
    "version": 1
  }
}