Pith Number

pith:RMN5Q2RL

pith:2018:RMN5Q2RL3NIDTONMH42LOJFVZT

not attested not anchored not stored refs pending

One-Shot Generation of Near-Optimal Topology through Theory-Driven Machine Learning

Hope Yao, Ruijin Cang, Yi Ren

arxiv:1807.10787 v3 · 2018-07-27 · 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{RMN5Q2RL3NIDTONMH42LOJFVZT}

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	2026-05-17T23:57:19.320782Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b1bd86a2bdb5039b9ac3f34b724b5ccdb36de5acd165f86d186db6819659af3

Aliases

arxiv: 1807.10787 · arxiv_version: 1807.10787v3 · doi: 10.48550/arxiv.1807.10787 · pith_short_12: RMN5Q2RL3NID · pith_short_16: RMN5Q2RL3NIDTONM · pith_short_8: RMN5Q2RL

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/RMN5Q2RL3NIDTONMH42LOJFVZT \
  | 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: 8b1bd86a2bdb5039b9ac3f34b724b5ccdb36de5acd165f86d186db6819659af3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2fed473494265a63e70bbb1420b206d4d2a06580ee47387431099abce4ea350",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-27T18:36:06Z",
    "title_canon_sha256": "bdc77c339f5ac871e65370de5f7b2592fe53de18ea066da5d768658db2f5c560"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.10787",
    "kind": "arxiv",
    "version": 3
  }
}