Pith Number

pith:DEYZUYGV

pith:2021:DEYZUYGVEFTBCP3MPEDGPJLED6

not attested not anchored not stored refs pending

Deep Extrapolation for Attribute-Enhanced Generation

Ali Madani, Alvin Chan, Ben Krause, Nikhil Naik

arxiv:2107.02968 v2 · 2021-07-07 · cs.LG · cs.CL · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DEYZUYGVEFTBCP3MPEDGPJLED6}

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	2026-07-05T03:25:32.989194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19319a60d52166113f6c790667a5641fbf5fb4c4c94cf5b82aff534c092adb6d

Aliases

arxiv: 2107.02968 · arxiv_version: 2107.02968v2 · doi: 10.48550/arxiv.2107.02968 · pith_short_12: DEYZUYGVEFTB · pith_short_16: DEYZUYGVEFTBCP3M · pith_short_8: DEYZUYGV

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/DEYZUYGVEFTBCP3MPEDGPJLED6 \
  | 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: 19319a60d52166113f6c790667a5641fbf5fb4c4c94cf5b82aff534c092adb6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a7c650ccaf27f75830910ab5d023564fdf274f5a5b95134fe9b47ef4ef9656a",
    "cross_cats_sorted": [
      "cs.CL",
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-07T01:30:36Z",
    "title_canon_sha256": "b85f0b7f5ab00afc2119548e4e8b53fc9b1f5bf4fabe2a6817ccd1f86ec6b4c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.02968",
    "kind": "arxiv",
    "version": 2
  }
}