Pith Number

pith:UWODDV5M

pith:2025:UWODDV5MAEK27HMDWTD465O4J7

not attested not anchored not stored refs pending

Learn Beneficial Noise as Graph Augmentation

Hongyuan Zhang, Siqi Huang, Xuelong Li, Yanchen Xu

arxiv:2505.19024 v1 · 2025-05-25 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UWODDV5MAEK27HMDWTD465O4J7}

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

TableZoomer: A Collaborative Agent Framework for Large-scale Table Question Answering

Receipt and verification

First computed	2026-07-05T11:09:23.755865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a59c31d7ac0115af9d83b4c7cf75dc4ff2278a74e585706c11ccea742dff91d5

Aliases

arxiv: 2505.19024 · arxiv_version: 2505.19024v1 · doi: 10.48550/arxiv.2505.19024 · pith_short_12: UWODDV5MAEK2 · pith_short_16: UWODDV5MAEK27HMD · pith_short_8: UWODDV5M

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/UWODDV5MAEK27HMDWTD465O4J7 \
  | 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: a59c31d7ac0115af9d83b4c7cf75dc4ff2278a74e585706c11ccea742dff91d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e98215ac3108007271684bf652cb33c410482fb767ddc1f5df6c7d3ab0804eea",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-25T08:20:34Z",
    "title_canon_sha256": "d5f055e19a9b6c4d234db93c195e74233efcaf7c00bad3f28501b6e6f0af1d2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19024",
    "kind": "arxiv",
    "version": 1
  }
}