Pith Number

pith:A4GWVO2C

pith:2026:A4GWVO2CGHUAEA6XHH447CFUNJ

not attested not anchored not stored refs pending

Be Consistent! Enhancing Robust Visual Reasoning in LVLMs with Consistency Constraints

Liqiang Jing, Neha Anna John, Siddharth Varia, Vassilis N. Ioannidis, Xinya Du, Xiong Zhou

arxiv:2607.21722 v1 · 2026-07-23 · 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{A4GWVO2CGHUAEA6XHH447CFUNJ}

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	2026-07-27T00:20:17.502344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

070d6abb4231e80203d739f9cf88b46a40d943b3f6ba28af1da36fb39362321f

Aliases

arxiv: 2607.21722 · arxiv_version: 2607.21722v1 · doi: 10.48550/arxiv.2607.21722 · pith_short_12: A4GWVO2CGHUA · pith_short_16: A4GWVO2CGHUAEA6X · pith_short_8: A4GWVO2C

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/A4GWVO2CGHUAEA6XHH447CFUNJ \
  | 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: 070d6abb4231e80203d739f9cf88b46a40d943b3f6ba28af1da36fb39362321f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d0f91954c36499e476da363df5a5bb4d2bb0e2dfff73ace60862c16a9a800ba",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-23T18:04:51Z",
    "title_canon_sha256": "99cba99f76a55211ff291970e633e422a3974155e30872b26f3f59424bb458e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.21722",
    "kind": "arxiv",
    "version": 1
  }
}