Pith Number

pith:2DRCF2GY

pith:2023:2DRCF2GY5P3MFW7G6XVAVRNMKQ

not attested not anchored not stored refs pending

InterVLS: Interactive Model Understanding and Improvement with Vision-Language Surrogates

Chris Bryan, Jinbin Huang, Liang Gou, Liu Ren, WenBin He

arxiv:2311.03547 v2 · 2023-11-06 · cs.AI · cs.CV · cs.HC · 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{2DRCF2GY5P3MFW7G6XVAVRNMKQ}

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	2026-07-05T08:37:04.346366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0e222e8d8ebf6c2dbe6f5ea0ac5ac540785797218b058842800ff8e00a7b26a

Aliases

arxiv: 2311.03547 · arxiv_version: 2311.03547v2 · doi: 10.48550/arxiv.2311.03547 · pith_short_12: 2DRCF2GY5P3M · pith_short_16: 2DRCF2GY5P3MFW7G · pith_short_8: 2DRCF2GY

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/2DRCF2GY5P3MFW7G6XVAVRNMKQ \
  | 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: d0e222e8d8ebf6c2dbe6f5ea0ac5ac540785797218b058842800ff8e00a7b26a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19d3f13861535b4e6fc112428ed6fbd2328dc92c15a8d9d74617859c3e626fb8",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-11-06T21:30:59Z",
    "title_canon_sha256": "d156a588bb06041af3d3a74b3e9caee15d84a2ee3349fac4b2af81273bff32de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.03547",
    "kind": "arxiv",
    "version": 2
  }
}