Pith Number

pith:IMVFFAZD

pith:2020:IMVFFAZDMA26HAMWSYERL4VF5W

not attested not anchored not stored refs pending

Goal-directed Generation of Discrete Structures with Conditional Generative Models

Alexandros Kalousis, Amina Mollaysa, Brooks Paige

arxiv:2010.02311 v2 · 2020-10-05 · 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{IMVFFAZDMA26HAMWSYERL4VF5W}

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	2026-07-05T01:45:30.499821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

432a5283236035e38196960915f2a5ed97ddceb5070ddeea9d6b95219b987236

Aliases

arxiv: 2010.02311 · arxiv_version: 2010.02311v2 · doi: 10.48550/arxiv.2010.02311 · pith_short_12: IMVFFAZDMA26 · pith_short_16: IMVFFAZDMA26HAMW · pith_short_8: IMVFFAZD

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/IMVFFAZDMA26HAMWSYERL4VF5W \
  | 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: 432a5283236035e38196960915f2a5ed97ddceb5070ddeea9d6b95219b987236

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9fd9824a822d7f570b93fb5968a5bc1833498406b2519e63f1fda3e1f2ff2a06",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-05T20:03:13Z",
    "title_canon_sha256": "5cd152da208b22ef717f2cfcd68f445d4830128f2c3c8505590e7d4f00546f6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.02311",
    "kind": "arxiv",
    "version": 2
  }
}