Pith Number

pith:OY7KTZDM

pith:2024:OY7KTZDMKTUQY2KLQNK4FD4FV4

not attested not anchored not stored refs pending

Discrete vs. Continuous Trade-offs for Generative Models

Jathin Korrapati, Rahul Shah, Tanish Baranwal

arxiv:2412.19114 v1 · 2024-12-26 · cs.LG · cs.AI · cs.IT · cs.NA · math.IT · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OY7KTZDMKTUQY2KLQNK4FD4FV4}

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	2026-07-05T09:54:16.379694Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

763ea9e46c54e90c694b8355c28f85af10fb86040fe209fa53768a57cc6c11ff

Aliases

arxiv: 2412.19114 · arxiv_version: 2412.19114v1 · doi: 10.48550/arxiv.2412.19114 · pith_short_12: OY7KTZDMKTUQ · pith_short_16: OY7KTZDMKTUQY2KL · pith_short_8: OY7KTZDM

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/OY7KTZDMKTUQY2KLQNK4FD4FV4 \
  | 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: 763ea9e46c54e90c694b8355c28f85af10fb86040fe209fa53768a57cc6c11ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "176aed245c57b39a874ba535c3a21ec4aff41f1f766b7e1590d806d9a67fc807",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "cs.NA",
      "math.IT",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-26T08:14:27Z",
    "title_canon_sha256": "3a2f98c207a4b7e5218ccbc697af3687b1f1a2b9855cccf42488c8389398afc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19114",
    "kind": "arxiv",
    "version": 1
  }
}