Pith Number

pith:UNMAHSVC

pith:2017:UNMAHSVCIRGUQ7C2SOS24GRS7V

not attested not anchored not stored refs pending

Using Synthetic Data to Train Neural Networks is Model-Based Reasoning

Atilim Gunes Baydin, Frank Wood, Robert Zinkov, Tuan Anh Le

arxiv:1703.00868 v1 · 2017-03-02 · cs.LG · cs.CV · 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{UNMAHSVCIRGUQ7C2SOS24GRS7V}

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	2026-05-18T00:49:40.590517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a35803caa2444d487c5a93a5ae1a32fd4db1856991430f8a710427a4eb1849da

Aliases

arxiv: 1703.00868 · arxiv_version: 1703.00868v1 · doi: 10.48550/arxiv.1703.00868 · pith_short_12: UNMAHSVCIRGU · pith_short_16: UNMAHSVCIRGUQ7C2 · pith_short_8: UNMAHSVC

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/UNMAHSVCIRGUQ7C2SOS24GRS7V \
  | 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: a35803caa2444d487c5a93a5ae1a32fd4db1856991430f8a710427a4eb1849da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec6128a417783d167e0d1c7e82e4c2cbc5d4fad204a6b23f430f9df20b717f9a",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-03-02T17:43:19Z",
    "title_canon_sha256": "37332a69aad95f2200a2460b7995d5047565b0b0f4de55f88d1da98f2cd41548"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.00868",
    "kind": "arxiv",
    "version": 1
  }
}