Pith Number

pith:VN2DFYAA

pith:2021:VN2DFYAAFGXOFVMXFQ7JIGGHD6

not attested not anchored not stored refs pending

Log2NS: Enhancing Deep Learning Based Analysis of Logs With Formal to Prevent Survivorship Bias

Charanraj Thimmisetty, Claudionor Nunes Coelho Jr, Didac Gil de la Iglesia, Marjorie Sayer, Nandini Ramanan, Praveen Tiwari, Viswesh Ananthakrishnan

arxiv:2105.14149 v1 · 2021-05-29 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VN2DFYAAFGXOFVMXFQ7JIGGHD6}

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.

Cited by

1 paper in Pith

Do LLMs Dream of Discrete Algorithms?

Receipt and verification

First computed	2026-07-05T02:44:20.829803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab7432e00029aee2d5972c3e9418c71fa2986293a46eaa34a39aa3a9707624ba

Aliases

arxiv: 2105.14149 · arxiv_version: 2105.14149v1 · doi: 10.48550/arxiv.2105.14149 · pith_short_12: VN2DFYAAFGXO · pith_short_16: VN2DFYAAFGXOFVMX · pith_short_8: VN2DFYAA

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/VN2DFYAAFGXOFVMXFQ7JIGGHD6 \
  | 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: ab7432e00029aee2d5972c3e9418c71fa2986293a46eaa34a39aa3a9707624ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6582f2adcb2a6664a18e831c584b3481c5c8276aef83af4f625fbedbb8841b0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-05-29T00:01:08Z",
    "title_canon_sha256": "1f9138d8e8f7fb53fbd03ab52b03cd9f1e29e38c6e2daffd069eb6164dadf587"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.14149",
    "kind": "arxiv",
    "version": 1
  }
}