Pith Number

pith:J53NWFPV

pith:2025:J53NWFPV3T7H3ANZZDLOMYWR2D

not attested not anchored not stored refs pending

Hierarchical Expert Prompt for Large-Language-Model: An Approach Defeat Elite AI in TextStarCraft II for the First Time

Chang Lu, Kuihua Huang, Lumin Jiang, Runnan Qi, Xiangbei Liu, Xian Guo, Xiaojie Xu, Xuebo Zhang, Yanan Ni, Yongchun Fang, Zongyuan Li

arxiv:2502.11122 v1 · 2025-02-16 · 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{J53NWFPV3T7H3ANZZDLOMYWR2D}

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

1 paper in Pith

Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning

Receipt and verification

First computed	2026-07-05T10:15:04.023668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f76db15f5dcfe7d81b9c8d6e662d1d0f2c6b50cb50700417f09e865717a8d40

Aliases

arxiv: 2502.11122 · arxiv_version: 2502.11122v1 · doi: 10.48550/arxiv.2502.11122 · pith_short_12: J53NWFPV3T7H · pith_short_16: J53NWFPV3T7H3ANZ · pith_short_8: J53NWFPV

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/J53NWFPV3T7H3ANZZDLOMYWR2D \
  | 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: 4f76db15f5dcfe7d81b9c8d6e662d1d0f2c6b50cb50700417f09e865717a8d40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "646081f24aa5e8a4ceddba4dad8468cfd7486e99f09ec500800f4c950c213936",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-16T13:36:31Z",
    "title_canon_sha256": "1e76acba914315720b932cea5225c945caf58ee6f08b4377cb50c249a30b990d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11122",
    "kind": "arxiv",
    "version": 1
  }
}