Pith Number

pith:5P2LTQZT

pith:2024:5P2LTQZTSBCVLJ3ZWI3DP2NXYU

not attested not anchored not stored refs pending

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Andrey Kravchenko, Artyom Sorokin, Dmitry Evseev, Evgeny Burnaev, Mikhail Burtsev, Nikita Semenov, Petr Anokhin

arxiv:2407.04363 v3 · 2024-07-05 · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5P2LTQZTSBCVLJ3ZWI3DP2NXYU}

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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

22 papers in Pith

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents

Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs

PDE-Agents: An LLM-Orchestrated Multi-Agent Framework for Automated Finite Element Simulations with Knowledge Graph-Augmented Reasoning

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

EMBER: Efficient Memory via Budgeted Evidence Retention for Long-Horizon Agents

Receipt and verification

First computed	2026-07-05T11:03:15.578209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebf4b9c333904555a779b23637e9b7c53ac4b6f82c87575ba6d5cab7af57d6aa

Aliases

arxiv: 2407.04363 · arxiv_version: 2407.04363v3 · doi: 10.48550/arxiv.2407.04363 · pith_short_12: 5P2LTQZTSBCV · pith_short_16: 5P2LTQZTSBCVLJ3Z · pith_short_8: 5P2LTQZT

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/5P2LTQZTSBCVLJ3ZWI3DP2NXYU \
  | 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: ebf4b9c333904555a779b23637e9b7c53ac4b6f82c87575ba6d5cab7af57d6aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b93ceea500c5f541f572ad11163067c5c3cae7ade0898c4a16265208e5e4d4bc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-05T09:06:47Z",
    "title_canon_sha256": "0818be0900499cdd7e55d84c2062f28d4e0123f23c48677702b7d1d6baad323d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04363",
    "kind": "arxiv",
    "version": 3
  }
}