Pith Number

pith:GUC4AMLU

pith:2025:GUC4AMLU5TNXAERT2WO76T3CDE

not attested not anchored not stored refs pending

Schema-Guided Scene-Graph Reasoning based on Multi-Agent Large Language Model System

Ben Lundell, Harpreet Sawhney, Jack Saunders, Nicholas Gyd\'e, Patricio Vela, Yanan Jian, Yiye Chen

arxiv:2502.03450 v2 · 2025-02-05 · cs.LG · cs.AI · cs.MA · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GUC4AMLU5TNXAERT2WO76T3CDE}

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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.

Cited by

1 paper in Pith

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities

Receipt and verification

First computed	2026-07-05T11:50:58.789837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3505c03174ecdb701233d59dff4f6219225bcabc024b8c8ef8c0b2f737abbb84

Aliases

arxiv: 2502.03450 · arxiv_version: 2502.03450v2 · doi: 10.48550/arxiv.2502.03450 · pith_short_12: GUC4AMLU5TNX · pith_short_16: GUC4AMLU5TNXAERT · pith_short_8: GUC4AMLU

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/GUC4AMLU5TNXAERT2WO76T3CDE \
  | 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: 3505c03174ecdb701233d59dff4f6219225bcabc024b8c8ef8c0b2f737abbb84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d788f391822ca76e2fb4a3786bc70befbb10c17d07513560b742bd870d0c005",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T18:50:38Z",
    "title_canon_sha256": "7360a0fa5128173d238daead28fad41f164d0ec171240dd231b1f9904e5b8e62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03450",
    "kind": "arxiv",
    "version": 2
  }
}