Pith Number

pith:Y7EXQLRS

pith:2024:Y7EXQLRSNHXOVDZ7RW6ZQ6YVEY

not attested not anchored not stored refs pending

Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry

Jiang Liu, Kaishuai Xu, Wenjie Li, Wenjun Hou, Yan Hu, Yi Cheng

arxiv:2411.10937 v1 · 2024-11-17 · cs.CV · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y7EXQLRSNHXOVDZ7RW6ZQ6YVEY}

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	2026-07-05T09:36:25.440631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7c9782e3269eeea8f3f8dbd987b1526311a13dc14c753c10ebfcc4cf193520a

Aliases

arxiv: 2411.10937 · arxiv_version: 2411.10937v1 · doi: 10.48550/arxiv.2411.10937 · pith_short_12: Y7EXQLRSNHXO · pith_short_16: Y7EXQLRSNHXOVDZ7 · pith_short_8: Y7EXQLRS

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/Y7EXQLRSNHXOVDZ7RW6ZQ6YVEY \
  | 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: c7c9782e3269eeea8f3f8dbd987b1526311a13dc14c753c10ebfcc4cf193520a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e488de28580b92c9484702da291c7eed4ea43878b0c5c43215053214fb1797c7",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-17T02:23:45Z",
    "title_canon_sha256": "bdef876cd14da290ed1408af88e789c9dfb8ac828e2f7f45478a47e220c3d51a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10937",
    "kind": "arxiv",
    "version": 1
  }
}