Pith Number

pith:QQG3FRW4

pith:2023:QQG3FRW4IQY6RVRWNWUVNCXMVU

not attested not anchored not stored refs pending

Towards a universal mechanism for successful deep learning

Ido Kanter, Ofek Tevet, Shiri Hodassman, Yarden Tzach, Yuval Meir

arxiv:2309.07537 v2 · 2023-09-14 · 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{QQG3FRW4IQY6RVRWNWUVNCXMVU}

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

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning

Receipt and verification

First computed	2026-07-05T07:54:51.210046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

840db2c6dc4431e8d6366da9568aecad0b704fc99be331e1e5a64bccb96359f0

Aliases

arxiv: 2309.07537 · arxiv_version: 2309.07537v2 · doi: 10.48550/arxiv.2309.07537 · pith_short_12: QQG3FRW4IQY6 · pith_short_16: QQG3FRW4IQY6RVRW · pith_short_8: QQG3FRW4

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/QQG3FRW4IQY6RVRWNWUVNCXMVU \
  | 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: 840db2c6dc4431e8d6366da9568aecad0b704fc99be331e1e5a64bccb96359f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "060ca90f66777b0358b5d53523ca5ac3ce779dccb8ee1323470ef465edc813ee",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-14T09:03:57Z",
    "title_canon_sha256": "8b9b7c0ea6f87111b5591c2126ac6ee86e265de3be8c3842e035e38d8e60a1b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.07537",
    "kind": "arxiv",
    "version": 2
  }
}