Pith Number

pith:TLHPLFZF

pith:2017:TLHPLFZFCWBY2VIC32CSFRFPBG

not attested not anchored not stored refs pending

Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

Abhinav Gupta, Abhinav Shrivastava, Chen Sun, Saurabh Singh

arxiv:1707.02968 v2 · 2017-07-10 · cs.CV · 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{TLHPLFZFCWBY2VIC32CSFRFPBG}

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	2026-05-18T00:38:39.543433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9acef5972515838d5502de8522c4af09a7b7dcabba02403e33523481ff2197a2

Aliases

arxiv: 1707.02968 · arxiv_version: 1707.02968v2 · doi: 10.48550/arxiv.1707.02968 · pith_short_12: TLHPLFZFCWBY · pith_short_16: TLHPLFZFCWBY2VIC · pith_short_8: TLHPLFZF

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/TLHPLFZFCWBY2VIC32CSFRFPBG \
  | 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: 9acef5972515838d5502de8522c4af09a7b7dcabba02403e33523481ff2197a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e8fe9768decc7d11cf2b210ccb3891dabfdbadcbf8b50fd2c7f1e425fe6309b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-07-10T17:54:31Z",
    "title_canon_sha256": "93ace9312bad9ded221f6d9bc6db358055f01d52822cdcb7acb21607ea37ff8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.02968",
    "kind": "arxiv",
    "version": 2
  }
}