Pith Number

pith:GNJ4ZXH4

pith:2024:GNJ4ZXH4IHNTAGH4UGSFN4VP5R

not attested not anchored not stored refs pending

Batch-Instructed Gradient for Prompt Evolution:Systematic Prompt Optimization for Enhanced Text-to-Image Synthesis

Anthony Hu, Xinrui Yang, Zhuohan Wang

arxiv:2406.08713 v1 · 2024-06-13 · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GNJ4ZXH4IHNTAGH4UGSFN4VP5R}

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	2026-07-05T08:31:21.901611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3353ccdcfc41db3018fca1a456f2afec6bb38d33033b122081230812ec4dd8b5

Aliases

arxiv: 2406.08713 · arxiv_version: 2406.08713v1 · doi: 10.48550/arxiv.2406.08713 · pith_short_12: GNJ4ZXH4IHNT · pith_short_16: GNJ4ZXH4IHNTAGH4 · pith_short_8: GNJ4ZXH4

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/GNJ4ZXH4IHNTAGH4UGSFN4VP5R \
  | 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: 3353ccdcfc41db3018fca1a456f2afec6bb38d33033b122081230812ec4dd8b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f77b49c8e09ee22188919df919f79dd5def3b6169532642746c8f77af1631c4b",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-13T00:33:29Z",
    "title_canon_sha256": "e2d01a9ec77249857ccf888b51ab3c1530a6c1aae53e546849abe756c1882476"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08713",
    "kind": "arxiv",
    "version": 1
  }
}