Pith Number

pith:NM7QTNLL

pith:2024:NM7QTNLLLTFF4PY3IJ5QMIGKHX

not attested not anchored not stored refs pending

MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation

Jiapeng Yu, Raymond S. T. Lee, Yuhong Peng, Yuqian Wu

arxiv:2409.13700 v1 · 2024-09-05 · cs.IR · cs.AI · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NM7QTNLLLTFF4PY3IJ5QMIGKHX}

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

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity

Receipt and verification

First computed	2026-07-05T09:10:05.678489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b3f09b56b5cca5e3f1b427b0620ca3dd95a537413b98a9d9ee2c9debd82a932

Aliases

arxiv: 2409.13700 · arxiv_version: 2409.13700v1 · doi: 10.48550/arxiv.2409.13700 · pith_short_12: NM7QTNLLLTFF · pith_short_16: NM7QTNLLLTFF4PY3 · pith_short_8: NM7QTNLL

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/NM7QTNLLLTFF4PY3IJ5QMIGKHX \
  | 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: 6b3f09b56b5cca5e3f1b427b0620ca3dd95a537413b98a9d9ee2c9debd82a932

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e589a65614348443c55d084ff793b67927985a769f2d62971d4304c5d4775884",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-09-05T02:47:49Z",
    "title_canon_sha256": "394a302bad8862cc7d7c87866f5d479ff5657a95dd5f467c98505add8a3fffc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13700",
    "kind": "arxiv",
    "version": 1
  }
}