Pith Number

pith:TBVQSL54

pith:2021:TBVQSL54DIHEVBUKZMMLLNZAHQ

not attested not anchored not stored refs pending

Early-stopped neural networks are consistent

Justin D. Li, Matus Telgarsky, Ziwei Ji

arxiv:2106.05932 v2 · 2021-06-10 · 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{TBVQSL54DIHEVBUKZMMLLNZAHQ}

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	2026-07-05T03:29:01.537838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

986b092fbc1a0e4a868acb18b5b7203c06bf26399db433a592111801b4d9d1ed

Aliases

arxiv: 2106.05932 · arxiv_version: 2106.05932v2 · doi: 10.48550/arxiv.2106.05932 · pith_short_12: TBVQSL54DIHE · pith_short_16: TBVQSL54DIHEVBUK · pith_short_8: TBVQSL54

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/TBVQSL54DIHEVBUKZMMLLNZAHQ \
  | 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: 986b092fbc1a0e4a868acb18b5b7203c06bf26399db433a592111801b4d9d1ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7d18fb3744dc2fe48ef96df446efc15699c8e0a30fed5b5c8523496f55f9872",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-10T17:26:40Z",
    "title_canon_sha256": "94a219e25989c774f372da860543a5ec3536b7d792f2037dae1751dc0bd054a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.05932",
    "kind": "arxiv",
    "version": 2
  }
}