Pith Number

pith:OWIROSVJ

pith:2023:OWIROSVJNWIPAOQRZQ637LZV5F

not attested not anchored not stored refs pending

Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach

Haifeng Zhang, Jun Wang, Qirui Mi, Runji Lin, Weiyu Ma, Xue Yan, Yongcheng Zeng, Yuqiao Wu

arxiv:2312.11865 v3 · 2023-12-19 · cs.AI

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\usepackage{pith}
\pithnumber{OWIROSVJNWIPAOQRZQ637LZV5F}

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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

On the Limits of Prompt-Conditioned Language Models as General-Purpose Learners

SMAC-Talk: A Natural Language Extension of the StarCraft Multi-Agent Challenge for Large Language Models

Closed-Loop Vision-Language Planning for Multi-Agent Coordination

Reflection of Episodes: Learning to Play Game from Expert and Self Experiences

Receipt and verification

First computed	2026-07-05T08:33:33.903424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7591174aa96d90f03a11cc3dbfaf35e95f59033c85e2a8a57adf4ab11f786f84

Aliases

arxiv: 2312.11865 · arxiv_version: 2312.11865v3 · doi: 10.48550/arxiv.2312.11865 · pith_short_12: OWIROSVJNWIP · pith_short_16: OWIROSVJNWIPAOQR · pith_short_8: OWIROSVJ

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/OWIROSVJNWIPAOQRZQ637LZV5F \
  | 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: 7591174aa96d90f03a11cc3dbfaf35e95f59033c85e2a8a57adf4ab11f786f84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b17e816bd20db6ff63e6e725f5cd0573f284cca1ee98507e17f8f07db7e71a9d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-19T05:27:16Z",
    "title_canon_sha256": "5f2b336b70e3b97b245678002aaba84ce7c79fb7b2b5dc8eb545aecc67b522d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11865",
    "kind": "arxiv",
    "version": 3
  }
}