Pith Number

pith:KQZZAAML

pith:2025:KQZZAAMLCKPWQNKS3TDX4B2ES4

not attested not anchored not stored refs pending

Emergent Crowds Dynamics from Language-Driven Multi-Agent Interactions

Brandon Haworth, Liam Shatzel, Teseo Schneider, Yibo Liu

arxiv:2508.15047 v1 · 2025-08-20 · cs.AI · cs.GR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KQZZAAMLCKPWQNKS3TDX4B2ES4}

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

Demonstrating Onboard Inference for Earth Science Applications with Spectral Analysis Algorithms and Deep Learning

Receipt and verification

First computed	2026-07-05T11:57:05.741746Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

543390018b129f683552dcc77e07449727b4f380b97aeeff7869d585bb9a59ca

Aliases

arxiv: 2508.15047 · arxiv_version: 2508.15047v1 · doi: 10.48550/arxiv.2508.15047 · pith_short_12: KQZZAAMLCKPW · pith_short_16: KQZZAAMLCKPWQNKS · pith_short_8: KQZZAAML

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/KQZZAAMLCKPWQNKS3TDX4B2ES4 \
  | 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: 543390018b129f683552dcc77e07449727b4f380b97aeeff7869d585bb9a59ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95a6ef68d2c9b03f3029e78b5f5f4e0b505619283bfafcd461e4b9f84bbcce83",
    "cross_cats_sorted": [
      "cs.GR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-20T20:15:14Z",
    "title_canon_sha256": "00d6fdaa64756059fdbabb304590ab7aaa54508093685ea68c7718d0c773ed45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.15047",
    "kind": "arxiv",
    "version": 1
  }
}