Pith Number

pith:V7P27EQI

pith:2026:V7P27EQI3S6UV5HTK7U4TF4U4G

not attested not anchored not stored refs pending

When Latent Geometry Is Not Enough: Draft-Conditioned Latent Refinement for Non-Autoregressive Text Generation

De Shuai Zhang

arxiv:2605.15557 v1 · 2026-05-15 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V7P27EQI3S6UV5HTK7U4TF4U4G}

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	2026-05-20T00:01:05.246545Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afdfaf9208dcbd4af4f357e9c99794e1a9c99eaa3a290bd0bcc23086d2de5bc0

Aliases

arxiv: 2605.15557 · arxiv_version: 2605.15557v1 · doi: 10.48550/arxiv.2605.15557 · pith_short_12: V7P27EQI3S6U · pith_short_16: V7P27EQI3S6UV5HT · pith_short_8: V7P27EQI

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/V7P27EQI3S6UV5HTK7U4TF4U4G \
  | 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: afdfaf9208dcbd4af4f357e9c99794e1a9c99eaa3a290bd0bcc23086d2de5bc0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3bb772efa813c7d973bd8e1b7f19f81fa52d878a9eada527148ef77b989e533",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-15T02:53:49Z",
    "title_canon_sha256": "dfea514a1d2f55621f27999b3201d7221ba8eb7e32c7885b0f16fc3532539049"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15557",
    "kind": "arxiv",
    "version": 1
  }
}