Pith Number

pith:ZQSM6BXA

pith:2026:ZQSM6BXABRD3UUTDRNKTUF6557

not attested not anchored not stored refs pending

When Prompts Ignore Structure: Graph-Based Attribute Reasoning for Calibrated VLMs

Aditya Sharma, Pranav Murthy Yeluripaty, Ramya Hebbalaguppe, Tanay Sodha, Vinti Agarwal

arxiv:2607.07395 v1 · 2026-07-08 · cs.CV · cs.AI · 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{ZQSM6BXABRD3UUTDRNKTUF6557}

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	2026-07-09T01:20:23.824474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc24cf06e00c47ba52638b553a17ddefd020d5848f8fe5d2973164adfbf33b2a

Aliases

arxiv: 2607.07395 · arxiv_version: 2607.07395v1 · doi: 10.48550/arxiv.2607.07395 · pith_short_12: ZQSM6BXABRD3 · pith_short_16: ZQSM6BXABRD3UUTD · pith_short_8: ZQSM6BXA

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/ZQSM6BXABRD3UUTDRNKTUF6557 \
  | 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: cc24cf06e00c47ba52638b553a17ddefd020d5848f8fe5d2973164adfbf33b2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a14142fd239e670746e871a726954802b9e5fb83d4fb31ff10940f0021bc1a8e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-08T13:31:17Z",
    "title_canon_sha256": "d1ba2aeaf020af02a8f174a13963386e14b03da83d496d6f0d0a2a8408bbcdd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.07395",
    "kind": "arxiv",
    "version": 1
  }
}