Pith Number

pith:D5G66QTF

pith:2025:D5G66QTFD3D6HFVKFFJ5AE4CKV

not attested not anchored not stored refs pending

DatasetResearch: Benchmarking Agent Systems for Demand-Driven Dataset Discovery

Dayuan Fu, Dequan Wang, Keyu Li, Mohan Jiang, Pengfei Liu, Xiangkun Hu, Yunze Wu

arxiv:2508.06960 v1 · 2025-08-09 · cs.AI · 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{D5G66QTFD3D6HFVKFFJ5AE4CKV}

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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

DataMaster: Data-Centric Autonomous AI Research

AgentEconomist: An End-to-end Agentic System Translating Economic Intuitions into Executable Computational Experiments

DataMaster: Data-Centric Autonomous AI Research

Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems

Receipt and verification

First computed	2026-07-05T11:51:38.358983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f4def42651ec7e396aa2953d01382555ca07152cb2bdd21200a178456625430

Aliases

arxiv: 2508.06960 · arxiv_version: 2508.06960v1 · doi: 10.48550/arxiv.2508.06960 · pith_short_12: D5G66QTFD3D6 · pith_short_16: D5G66QTFD3D6HFVK · pith_short_8: D5G66QTF

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/D5G66QTFD3D6HFVKFFJ5AE4CKV \
  | 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: 1f4def42651ec7e396aa2953d01382555ca07152cb2bdd21200a178456625430

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b3fc9b7193f0ca4a82ae2d85c08abbd72db5375babc2524d81be5e7b9e3b4b3",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-09T12:15:08Z",
    "title_canon_sha256": "d18848547bce77a3fc73493bce7c2af36019c41782b861e3de6ca1aa3abcf008"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06960",
    "kind": "arxiv",
    "version": 1
  }
}