Pith Number

pith:GPKPPL3V

pith:2024:GPKPPL3VNXRV5WYKWV3N3C6NDO

not attested not anchored not stored refs pending

Unveiling the Dynamics of Information Interplay in Supervised Learning

Bochao Zou, Huimin Ma, Kun Song, Weiran Huang, Zhiquan Tan

arxiv:2406.03999 v1 · 2024-06-06 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GPKPPL3VNXRV5WYKWV3N3C6NDO}

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	2026-07-05T08:28:18.927363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33d4f7af756de35edb0ab576dd8bcd1b97ae41ede53d167dd058918d78202069

Aliases

arxiv: 2406.03999 · arxiv_version: 2406.03999v1 · doi: 10.48550/arxiv.2406.03999 · pith_short_12: GPKPPL3VNXRV · pith_short_16: GPKPPL3VNXRV5WYK · pith_short_8: GPKPPL3V

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/GPKPPL3VNXRV5WYKWV3N3C6NDO \
  | 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: 33d4f7af756de35edb0ab576dd8bcd1b97ae41ede53d167dd058918d78202069

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "773a5457b68b466e2e98ff149460d49a0c4512e2895166bf6e84b61c406cdbe5",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-06T12:17:57Z",
    "title_canon_sha256": "b24b99fb4b6701d0132f2025ba2b202fd6ddc0206a5362c013fabae8f1dd80ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03999",
    "kind": "arxiv",
    "version": 1
  }
}