Pith Number

pith:WKZ3EAZW

pith:2021:WKZ3EAZWFR25C6ATS4S7G3HBZK

not attested not anchored not stored refs pending

On the Latent Holes of VAEs for Text Generation

Chenghua Lin, Ruizhe Li, Xutan Peng

arxiv:2110.03318 v1 · 2021-10-07 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WKZ3EAZWFR25C6ATS4S7G3HBZK}

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	2026-07-05T03:20:41.445330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2b3b203362c75d178139725f36ce1cab845b80205ecb11670649ebd00195e60

Aliases

arxiv: 2110.03318 · arxiv_version: 2110.03318v1 · doi: 10.48550/arxiv.2110.03318 · pith_short_12: WKZ3EAZWFR25 · pith_short_16: WKZ3EAZWFR25C6AT · pith_short_8: WKZ3EAZW

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/WKZ3EAZWFR25C6ATS4S7G3HBZK \
  | 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: b2b3b203362c75d178139725f36ce1cab845b80205ecb11670649ebd00195e60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9d00707bb5e6849b5926ee09473721b2df0e537dbef6cd66e831a5baa855363",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-07T10:22:04Z",
    "title_canon_sha256": "da2a8425b744d90ecad549a82c3ab7667ca70cae4055a334445da520599cfbcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.03318",
    "kind": "arxiv",
    "version": 1
  }
}