Pith Number

pith:GRBY6NGP

pith:2023:GRBY6NGPD67GHA4CJR2BXOWUZZ

not attested not anchored not stored refs pending

SmartPlay: A Benchmark for LLMs as Intelligent Agents

Tom M. Mitchell, Xuan Tang, Yuanzhi Li, Yue Wu

arxiv:2310.01557 v5 · 2023-10-02 · cs.LG · 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{GRBY6NGPD67GHA4CJR2BXOWUZZ}

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

9 papers in Pith

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics

Learning to Ask: When LLM Agents Meet Unclear Instruction

LLM-Powered AI Agent Systems and Their Applications in Industry

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games

Receipt and verification

First computed	2026-07-05T07:56:53.240986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34438f34cf1fbe6383824c741bbad4ce513cd0d7b52a64c6a5562b64daa16af5

Aliases

arxiv: 2310.01557 · arxiv_version: 2310.01557v5 · doi: 10.48550/arxiv.2310.01557 · pith_short_12: GRBY6NGPD67G · pith_short_16: GRBY6NGPD67GHA4C · pith_short_8: GRBY6NGP

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/GRBY6NGPD67GHA4CJR2BXOWUZZ \
  | 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: 34438f34cf1fbe6383824c741bbad4ce513cd0d7b52a64c6a5562b64daa16af5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9a4b53f486540d024b6d12ac35bc69291ace88d3f7ca54024bfcb0427fb87fa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-02T18:52:11Z",
    "title_canon_sha256": "784cd6aaa6603dc0fea627f24a2c1b8391848903815f62e45d29121785c63604"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01557",
    "kind": "arxiv",
    "version": 5
  }
}