Pith Number

pith:SAE2ZCSB

pith:2024:SAE2ZCSB5EPGG6QRLLS6MTIUUU

not attested not anchored not stored refs pending

How Does Topology Bias Distort Message Passing? A Dirichlet Energy Perspective

Chang Liu, Dan Luo, Hongtao Lu, Xin Xin, Yanbiao Ji, Yue Ding, Yuxiang Lu

arxiv:2411.13892 v2 · 2024-11-21 · 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{SAE2ZCSB5EPGG6QRLLS6MTIUUU}

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

Generating Negative Samples for Multi-Modal Recommendation

Receipt and verification

First computed	2026-07-05T11:05:36.529642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9009ac8a41e91e637a115ae5e64d14a53204b17b52130e731f942c17d6aecc48

Aliases

arxiv: 2411.13892 · arxiv_version: 2411.13892v2 · doi: 10.48550/arxiv.2411.13892 · pith_short_12: SAE2ZCSB5EPG · pith_short_16: SAE2ZCSB5EPGG6QR · pith_short_8: SAE2ZCSB

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/SAE2ZCSB5EPGG6QRLLS6MTIUUU \
  | 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: 9009ac8a41e91e637a115ae5e64d14a53204b17b52130e731f942c17d6aecc48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2114b1c1564a61aa53e0d139deda9acb92004f81fa5726c2f5646a99e6b9c2c8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-21T07:12:47Z",
    "title_canon_sha256": "2506c46d3102ed4473ff36a5581e4dfad8f364f2f70b168efa6f9eb75c627e6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13892",
    "kind": "arxiv",
    "version": 2
  }
}