Pith Number

pith:IBECZ25D

pith:2025:IBECZ25D7PSMLEMGWKCRAS42XN

not attested not anchored not stored refs pending

Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models

Akshat Bhalani, Deepali Patil, Dev Mittal, Hadi Gala, Kavish Shah, Komal Kasat, Monali Deshmukh, Nikita Raichada, Pranav Pawar

arxiv:2509.08270 v1 · 2025-09-10 · cs.LG · 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{IBECZ25D7PSMLEMGWKCRAS42XN}

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	2026-07-05T12:08:26.657649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40482ceba3fbe4c59186b285104b9abb6bf369b83c48c3ca2f16dac60392e565

Aliases

arxiv: 2509.08270 · arxiv_version: 2509.08270v1 · doi: 10.48550/arxiv.2509.08270 · pith_short_12: IBECZ25D7PSM · pith_short_16: IBECZ25D7PSMLEMG · pith_short_8: IBECZ25D

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/IBECZ25D7PSMLEMGWKCRAS42XN \
  | 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: 40482ceba3fbe4c59186b285104b9abb6bf369b83c48c3ca2f16dac60392e565

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63117df9e75b5ff08c8be42edc5cfe54113d6287cc1b18880e53dfa32c556230",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-10T04:15:01Z",
    "title_canon_sha256": "f0892cd351148d8dcc3dc4e9c791d87812610d2d47d387992aab21fa12eae5c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.08270",
    "kind": "arxiv",
    "version": 1
  }
}