Pith Number

pith:EFYQUH7D

pith:2025:EFYQUH7D5OQCJFU4VNEW3BCNHZ

not attested not anchored not stored refs pending

Prompt-Driven Image Analysis with Multimodal Generative AI: Detection, Segmentation, Inpainting, and Interpretation

Kaleem Ahmad

arxiv:2509.08489 v1 · 2025-09-10 · cs.CV · 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{EFYQUH7D5OQCJFU4VNEW3BCNHZ}

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	2026-07-05T12:08:30.879471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21710a1fe3eba024969cab496d844d3e7b6f97c8abb5a707254fbe426a2b1f38

Aliases

arxiv: 2509.08489 · arxiv_version: 2509.08489v1 · doi: 10.48550/arxiv.2509.08489 · pith_short_12: EFYQUH7D5OQC · pith_short_16: EFYQUH7D5OQCJFU4 · pith_short_8: EFYQUH7D

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/EFYQUH7D5OQCJFU4VNEW3BCNHZ \
  | 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: 21710a1fe3eba024969cab496d844d3e7b6f97c8abb5a707254fbe426a2b1f38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fdc5cc32464b7f73591fcb3c05c8017876f4a7b77a658d9da5f3899754b2658",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-10T11:00:12Z",
    "title_canon_sha256": "ef2621c1f37cfac3b7bb42d439ffdd70c91cdf0531a67f082d729b2b0abc246e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.08489",
    "kind": "arxiv",
    "version": 1
  }
}