Pith Number

pith:3P7WNR64

pith:2025:3P7WNR64ZPXEOVDO55AMUZW23M

not attested not anchored not stored refs pending

Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration

Peilin Ji, Simeng Wang, Wenhao Yan, Xiao Xue

arxiv:2508.14654 v1 · 2025-08-20 · 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{3P7WNR64ZPXEOVDO55AMUZW23M}

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.

Receipt and verification

First computed	2026-07-05T11:56:36.362295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbff66c7dccbee47546eef40ca66dadb257cf642c9f95fa4ede0cdcabbbf13d3

Aliases

arxiv: 2508.14654 · arxiv_version: 2508.14654v1 · doi: 10.48550/arxiv.2508.14654 · pith_short_12: 3P7WNR64ZPXE · pith_short_16: 3P7WNR64ZPXEOVDO · pith_short_8: 3P7WNR64

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/3P7WNR64ZPXEOVDO55AMUZW23M \
  | 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: dbff66c7dccbee47546eef40ca66dadb257cf642c9f95fa4ede0cdcabbbf13d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b08309becd7228859242ef4b5858c963e9658cd9e664492045f1d67c08489b60",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-20T12:13:03Z",
    "title_canon_sha256": "78a1540c43a60611eaff68ee1f4100d9c99ca87f6994961ff457a07d5b32c901"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14654",
    "kind": "arxiv",
    "version": 1
  }
}