Pith Number

pith:BTBM227O

pith:2026:BTBM227OVEO6FROQRJCEAAWVWJ

not attested not anchored not stored refs pending

Scaling Vision-Language Models Is Not Enough to Mitigate Bias

Ioannis Kompatsiaris, Ioannis Sarridis, Symeon Papadopoulos

arxiv:2607.28211 v1 · 2026-07-30 · 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{BTBM227OVEO6FROQRJCEAAWVWJ}

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	2026-07-31T01:36:30.318546Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

0cc2cd6beea91de2c5d08a444002d5b278528e040c8edafb7d6661bf15504ef7

Aliases

arxiv: 2607.28211 · arxiv_version: 2607.28211v1 · doi: 10.48550/arxiv.2607.28211 · pith_short_12: BTBM227OVEO6 · pith_short_16: BTBM227OVEO6FROQ · pith_short_8: BTBM227O

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/BTBM227OVEO6FROQRJCEAAWVWJ \
  | 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: 0cc2cd6beea91de2c5d08a444002d5b278528e040c8edafb7d6661bf15504ef7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f894232141706f7135b71c79391b949255c1beee82138abfc1fc82d3e1e9410",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-30T13:49:16Z",
    "title_canon_sha256": "e78d331b9b78050b0023dccf7fa22836579dacee779038c0ced8f33cb5782567"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28211",
    "kind": "arxiv",
    "version": 1
  }
}