Pith Number

pith:5XNNESUN

pith:2024:5XNNESUN4RT4HWJDLNYLQCOEYJ

not attested not anchored not stored refs pending

Neural Dynamic Data Valuation via Stochastic State-Adjoint Trajectories

Huanhuan Gao, Ji Zhang, Zhangyong Liang

arxiv:2404.19557 v6 · 2024-04-30 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5XNNESUN4RT4HWJDLNYLQCOEYJ}

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.

Receipt and verification

First computed	2026-07-02T01:18:00.561435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eddad24a8de467c3d9235b70b809c4c25ec3c21e4c8e915dc5b75d8f8e519162

Aliases

arxiv: 2404.19557 · arxiv_version: 2404.19557v6 · doi: 10.48550/arxiv.2404.19557 · pith_short_12: 5XNNESUN4RT4 · pith_short_16: 5XNNESUN4RT4HWJD · pith_short_8: 5XNNESUN

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/5XNNESUN4RT4HWJDLNYLQCOEYJ \
  | 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: eddad24a8de467c3d9235b70b809c4c25ec3c21e4c8e915dc5b75d8f8e519162

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f1bbd26d139ce1a09514140cbada3a53f56ec2a79d32f13f8ce012606b2cfbd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-04-30T13:39:26Z",
    "title_canon_sha256": "413aecacec2dff3485eccee9e160e5e41c17d4c4b752756935595b47fc550c14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.19557",
    "kind": "arxiv",
    "version": 6
  }
}