Pith Number

pith:GGULEWZQ

pith:2024:GGULEWZQQYENGW7L2LVBXLPGVP

not attested not anchored not stored refs pending

The Role of Depth, Width, and Tree Size in Expressiveness of Deep Forest

Baoliu Ye, Jin-Hui Wu, Qin-Cheng Zheng, Shen-Huan Lyu

arxiv:2407.05108 v1 · 2024-07-06 · 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{GGULEWZQQYENGW7L2LVBXLPGVP}

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	2026-07-05T10:08:19.157279Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31a8b25b308608d35bebd2ea1bade6abd1f8f0606cffeb560ca65c31de5beaaa

Aliases

arxiv: 2407.05108 · arxiv_version: 2407.05108v1 · doi: 10.48550/arxiv.2407.05108 · pith_short_12: GGULEWZQQYEN · pith_short_16: GGULEWZQQYENGW7L · pith_short_8: GGULEWZQ

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/GGULEWZQQYENGW7L2LVBXLPGVP \
  | 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: 31a8b25b308608d35bebd2ea1bade6abd1f8f0606cffeb560ca65c31de5beaaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4275494396807c87d0cc0611246ef367338f1ba7ba78129d121351adda2a68f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-06T15:32:54Z",
    "title_canon_sha256": "79b1c45f373e4840a2c3980f4d68c5c61c7307ff9526ba5c47ec52065063c447"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05108",
    "kind": "arxiv",
    "version": 1
  }
}