Pith Number

pith:VIO3BC6D

pith:2025:VIO3BC6D4CVMLD36F53PWWWIIP

not attested not anchored not stored refs pending

Scaling Textual Gradients via Sampling-Based Momentum

Jiachen T. Wang, Junyuan Hong, Li Yin, Meng Liu, Yuxin Chen, Zhangyang Wang, Zhan Shi, Zinan Lin, Zixin Ding

arxiv:2506.00400 v4 · 2025-05-31 · 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{VIO3BC6D4CVMLD36F53PWWWIIP}

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	2026-06-30T02:16:52.037264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa1db08bc3e0aac58f7e2f76fb5ac843ce770975e138fcd8829a96aaba219bf2

Aliases

arxiv: 2506.00400 · arxiv_version: 2506.00400v4 · doi: 10.48550/arxiv.2506.00400 · pith_short_12: VIO3BC6D4CVM · pith_short_16: VIO3BC6D4CVMLD36 · pith_short_8: VIO3BC6D

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/VIO3BC6D4CVMLD36F53PWWWIIP \
  | 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: aa1db08bc3e0aac58f7e2f76fb5ac843ce770975e138fcd8829a96aaba219bf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f8fce1de4fa6306176fd87470538d7b6a643fa732cb0e9b8c969b8367e555a1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-31T05:35:45Z",
    "title_canon_sha256": "0c8a870f677c9c3ca08bef72effb184019641516dadba0e1e8b627a137d44566"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00400",
    "kind": "arxiv",
    "version": 4
  }
}