Pith Number

pith:IYLGLJYM

pith:2023:IYLGLJYMTPSNDNATWK5ED56MWN

not attested not anchored not stored refs pending

Black holes and the loss landscape in machine learning

Pranav Kumar, Swapnamay Mondal, Taniya Mandal

arxiv:2306.14817 v1 · 2023-06-26 · hep-th · 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{IYLGLJYMTPSNDNATWK5ED56MWN}

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	2026-07-05T07:14:54.735701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

461665a70c9be4d1b413b2ba41f7ccb34326460b947845baa0fe1e6a1f34baf7

Aliases

arxiv: 2306.14817 · arxiv_version: 2306.14817v1 · doi: 10.48550/arxiv.2306.14817 · pith_short_12: IYLGLJYMTPSN · pith_short_16: IYLGLJYMTPSNDNAT · pith_short_8: IYLGLJYM

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/IYLGLJYMTPSNDNATWK5ED56MWN \
  | 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: 461665a70c9be4d1b413b2ba41f7ccb34326460b947845baa0fe1e6a1f34baf7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "590c3a86b170fb6f05bbfa77aaa4a349eae828fee46e4e1fe88728710fd56814",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-th",
    "submitted_at": "2023-06-26T16:22:33Z",
    "title_canon_sha256": "bea5957bae686778461e9117a4bafe03425eda2d755578b083f94800b71d93c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.14817",
    "kind": "arxiv",
    "version": 1
  }
}