Pith Number

pith:QDQY5LSN

pith:2025:QDQY5LSNDYTIDPLIR72PSKYYYG

not attested not anchored not stored refs pending

The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems

Reza Yousefi Maragheh, Yashar Deldjoo

arxiv:2507.02097 v3 · 2025-07-02 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QDQY5LSNDYTIDPLIR72PSKYYYG}

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

TRACE: A Conversational Framework for Sustainable Tourism Recommendation with Agentic Counterfactual Explanations

Receipt and verification

First computed	2026-06-30T01:17:24.320127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80e18eae4d1e2681bd688ff4f92b18c1b303cbf3965b56221013f47065aa78f0

Aliases

arxiv: 2507.02097 · arxiv_version: 2507.02097v3 · doi: 10.48550/arxiv.2507.02097 · pith_short_12: QDQY5LSNDYTI · pith_short_16: QDQY5LSNDYTIDPLI · pith_short_8: QDQY5LSN

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/QDQY5LSNDYTIDPLIR72PSKYYYG \
  | 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: 80e18eae4d1e2681bd688ff4f92b18c1b303cbf3965b56221013f47065aa78f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f21910ac6e33bd01ff0842bf55f36ef0f913b422b25d70323e3268270d71f83",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-07-02T19:25:44Z",
    "title_canon_sha256": "f55267c79bc68abe506e6fb25958ea9399bb6fe1927adf377321174f0ad643cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02097",
    "kind": "arxiv",
    "version": 3
  }
}