Pith Number

pith:MUCVTCNN

pith:2023:MUCVTCNN3JB4VJBG6XCXVDQWWR

not attested not anchored not stored refs pending

MERGE: Fast Private Text Generation

Lifeng Xing, Nuo Xu, Pinghui Wang, Ruofei Zhang, Shuo Zhang, Zi Liang

arxiv:2305.15769 v3 · 2023-05-25 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MUCVTCNN3JB4VJBG6XCXVDQWWR}

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.

Cited by

1 paper in Pith

LACY: A Vision-Language Model-based Language-Action Cycle for Self-Improving Robotic Manipulation

Receipt and verification

First computed	2026-07-05T07:22:18.462893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65055989adda43caa426f5c57a8e16b472dce290da405d79db3e83fc8a644a98

Aliases

arxiv: 2305.15769 · arxiv_version: 2305.15769v3 · doi: 10.48550/arxiv.2305.15769 · pith_short_12: MUCVTCNN3JB4 · pith_short_16: MUCVTCNN3JB4VJBG · pith_short_8: MUCVTCNN

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/MUCVTCNN3JB4VJBG6XCXVDQWWR \
  | 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: 65055989adda43caa426f5c57a8e16b472dce290da405d79db3e83fc8a644a98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57c5221ecfce492b936aec20d798f4bcb721dc892d892787b06f6ed3813dd20b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-25T06:27:19Z",
    "title_canon_sha256": "8dffdc1fe09278b1b8d0f58475178b0aaa4538b91383928c26268d7098db4919"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15769",
    "kind": "arxiv",
    "version": 3
  }
}