Pith Number

pith:OMNRNIG2

pith:2025:OMNRNIG2YGDIKCMRXIS4YM252U

not attested not anchored not stored refs pending

Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models

Byonghyo Shim, Donghoon Kim, Kyuhong Shim, Minji Bae

arxiv:2505.08622 v2 · 2025-05-13 · cs.AI · cs.CL · 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{OMNRNIG2YGDIKCMRXIS4YM252U}

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

PromptEvolver: Prompt Inversion through Evolutionary Optimization in Natural-Language Space

Receipt and verification

First computed	2026-07-05T11:39:53.948974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

731b16a0dac186850991ba25cc335dd520ae1e322c5690e5b967831356a1c1f7

Aliases

arxiv: 2505.08622 · arxiv_version: 2505.08622v2 · doi: 10.48550/arxiv.2505.08622 · pith_short_12: OMNRNIG2YGDI · pith_short_16: OMNRNIG2YGDIKCMR · pith_short_8: OMNRNIG2

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/OMNRNIG2YGDIKCMRXIS4YM252U \
  | 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: 731b16a0dac186850991ba25cc335dd520ae1e322c5690e5b967831356a1c1f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7af0b5660477b3396075905c262321304f5465e642278bc2f4caed2c79a7d651",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-13T14:40:22Z",
    "title_canon_sha256": "402ce694abaa60cda360627d4e4bfe0c4fece4ec317b1df022f1882b8080ae6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08622",
    "kind": "arxiv",
    "version": 2
  }
}