Pith Number

pith:E7MGVEQV

pith:2024:E7MGVEQV3JQONCDBH2IHNGWB77

not attested not anchored not stored refs pending

From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs

Alireza Rezazadeh, Wei Wei, Yujia Bao, Zichao Li

arxiv:2410.14052 v3 · 2024-10-17 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{E7MGVEQV3JQONCDBH2IHNGWB77}

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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

Temporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents

Goal-Oriented Reasoning for RAG-based Memory in Conversational Agentic LLM Systems

Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent

MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents

Personalize-then-Store: Benchmarking and Learning Personalized Memory for Long-horizon Agents

Receipt and verification

First computed	2026-07-05T10:35:38.827282Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27d86a9215da60e688613e90769ac1ffe3c1a347232352f886f1e70d96372e8a

Aliases

arxiv: 2410.14052 · arxiv_version: 2410.14052v3 · doi: 10.48550/arxiv.2410.14052 · pith_short_12: E7MGVEQV3JQO · pith_short_16: E7MGVEQV3JQONCDB · pith_short_8: E7MGVEQV

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/E7MGVEQV3JQONCDBH2IHNGWB77 \
  | 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: 27d86a9215da60e688613e90769ac1ffe3c1a347232352f886f1e70d96372e8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6646d005062dbf97296b1874aa3b1f9bf9ce2ca14ac88028907b4439056b46d8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-17T21:47:11Z",
    "title_canon_sha256": "9a251e5dd0fdfa1c7c069c8caea0fdf8abab4e04d7e2119994759d6a8b91e669"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14052",
    "kind": "arxiv",
    "version": 3
  }
}