Pith Number

pith:3HMQXG4W

pith:2025:3HMQXG4WPXVZEHV3JWMFC53NB4

not attested not anchored not stored refs pending

ConceptMix++: Leveling the Playing Field in Text-to-Image Benchmarking via Iterative Prompt Optimization

Berk Tinaz, Haosheng Gan, Mahdi Soltanolkotabi, Mohammad Shahab Sepehri, Zalan Fabian

arxiv:2507.03275 v1 · 2025-07-04 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3HMQXG4WPXVZEHV3JWMFC53NB4}

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	2026-07-05T11:31:55.967102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9d90b9b967deb921ebb4d9851776d0f173c12eef81eb444cd1764dceacae713

Aliases

arxiv: 2507.03275 · arxiv_version: 2507.03275v1 · doi: 10.48550/arxiv.2507.03275 · pith_short_12: 3HMQXG4WPXVZ · pith_short_16: 3HMQXG4WPXVZEHV3 · pith_short_8: 3HMQXG4W

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/3HMQXG4WPXVZEHV3JWMFC53NB4 \
  | 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: d9d90b9b967deb921ebb4d9851776d0f173c12eef81eb444cd1764dceacae713

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08f44f1cc710f984f31ffbebc00546e0848422b8b2fbe4164d7a38b1b834e571",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-04T03:27:04Z",
    "title_canon_sha256": "d21b2cd94d7f885debba86e8b4b91dbca893dd7ce4c2eaf5cc621ef8419c3b19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03275",
    "kind": "arxiv",
    "version": 1
  }
}