Pith Number

pith:ELB7ACJY

pith:2022:ELB7ACJY2GSATFDUYDDOEO7PYK

not attested not anchored not stored refs pending

Structured Recognition for Generative Models with Explaining Away

Changmin Yu, Hugo Soulat, Maneesh Sahani, Neil Burgess

arxiv:2209.05212 v2 · 2022-09-12 · cs.LG · q-bio.NC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ELB7ACJY2GSATFDUYDDOEO7PYK}

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	2026-07-05T05:14:59.897870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22c3f00938d1a4099474c0c6e23befc28d7b568fd8232e48a65f0772e2d280b4

Aliases

arxiv: 2209.05212 · arxiv_version: 2209.05212v2 · doi: 10.48550/arxiv.2209.05212 · pith_short_12: ELB7ACJY2GSA · pith_short_16: ELB7ACJY2GSATFDU · pith_short_8: ELB7ACJY

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/ELB7ACJY2GSATFDUYDDOEO7PYK \
  | 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: 22c3f00938d1a4099474c0c6e23befc28d7b568fd8232e48a65f0772e2d280b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cacc18360a0f472c534d718b6aefecaf265d7c132c5d1e44ff4b909606501d49",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-12T12:52:15Z",
    "title_canon_sha256": "a1b0f5ff27ff653c1ab23c6102e2aefe2cd85c667ea2c63837abb7558912cf3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.05212",
    "kind": "arxiv",
    "version": 2
  }
}