Pith Number

pith:A6ACQZ7L

pith:2024:A6ACQZ7LI7K2KLKQOA2WKKGG7E

not attested not anchored not stored refs pending

Seeing the Forest and the Trees: Solving Visual Graph and Tree Based Data Structure Problems using Large Multimodal Models

Irene Hou, James Prather, Jihye Lee, Kenneth Angelikas, Owen Man, Paul Denny, Sebastian Gutierrez, Sophia Mettille, Stephen MacNeil

arxiv:2412.11088 v1 · 2024-12-15 · cs.AI · cs.CV · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A6ACQZ7LI7K2KLKQOA2WKKGG7E}

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	2026-07-05T09:49:27.419816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07802867eb47d5a52d5070356528c6f93488d98a4505156ca00dc2491ef1a120

Aliases

arxiv: 2412.11088 · arxiv_version: 2412.11088v1 · doi: 10.48550/arxiv.2412.11088 · pith_short_12: A6ACQZ7LI7K2 · pith_short_16: A6ACQZ7LI7K2KLKQ · pith_short_8: A6ACQZ7L

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/A6ACQZ7LI7K2KLKQOA2WKKGG7E \
  | 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: 07802867eb47d5a52d5070356528c6f93488d98a4505156ca00dc2491ef1a120

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e2cdb306ace588a8150aca75ed00993e7a4e2825bae770704790242fd2b3077",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-15T07:15:19Z",
    "title_canon_sha256": "7ffe789447aae1dcf7ca8f87052708f25744e4592cc8f7e9db2352abf69e8bfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11088",
    "kind": "arxiv",
    "version": 1
  }
}