Pith Number

pith:S6QZIOVA

pith:2025:S6QZIOVA7ZI24EONBW4676SPM3

not attested not anchored not stored refs pending

ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge

Ellie Evans, Jaehun Jung, Jan Kautz, Jiaqi Zeng, Pavlo Molchanov, Shizhe Diao, Ximing Lu, Yejin Choi, Yi Dong, Zhilin Wang

arxiv:2510.18941 v2 · 2025-10-21 · cs.CL · 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{S6QZIOVA7ZI24EONBW4676SPM3}

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

5 papers in Pith

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

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science

Reward Hacking in Rubric-Based Reinforcement Learning

Visual Preference Optimization with Rubric Rewards

BankerToolBench: Evaluating AI Agents in End-to-End Investment Banking Workflows

Receipt and verification

First computed	2026-05-20T00:02:57.682917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97a1943aa0fe51ae11cd0db9effa4f66da36b78f57444e09382cbdb205ba3c20

Aliases

arxiv: 2510.18941 · arxiv_version: 2510.18941v2 · doi: 10.48550/arxiv.2510.18941 · pith_short_12: S6QZIOVA7ZI2 · pith_short_16: S6QZIOVA7ZI24EON · pith_short_8: S6QZIOVA

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/S6QZIOVA7ZI24EONBW4676SPM3 \
  | 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: 97a1943aa0fe51ae11cd0db9effa4f66da36b78f57444e09382cbdb205ba3c20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2be5f3e5e01698ba747edd330f7a2409a7096df4f9a0e6bea683d76d9430becf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-21T17:59:44Z",
    "title_canon_sha256": "d13109efdd6d5fffa06672505a60fcdfe2abe6a897e49eb2ce870651ed66197f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.18941",
    "kind": "arxiv",
    "version": 2
  }
}