Pith Number

pith:ZKMWFA7E

pith:2025:ZKMWFA7EGDXXT44ERGVXYJI3AH

not attested not anchored not stored refs pending

Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation

Qitao Qin, Xianwei Meng, Xiaoman Liu, Yihang Lu, Yucong Luo, Zhibo Chu

arxiv:2504.05312 v4 · 2025-02-19 · cs.IR · cs.AI

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

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\usepackage{pith}
\pithnumber{ZKMWFA7EGDXXT44ERGVXYJI3AH}

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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

2 papers in Pith

R$^2$-Searcher: Calibrating Retrieval and Reasoning Boundaries for Agentic Search

MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search

Receipt and verification

First computed	2026-07-05T12:09:16.147903Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca996283e430ef79f38489ab7c251b01e9e4a5c3ee276359998f7bdbf001b329

Aliases

arxiv: 2504.05312 · arxiv_version: 2504.05312v4 · doi: 10.48550/arxiv.2504.05312 · pith_short_12: ZKMWFA7EGDXX · pith_short_16: ZKMWFA7EGDXXT44E · pith_short_8: ZKMWFA7E

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/ZKMWFA7EGDXXT44ERGVXYJI3AH \
  | 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: ca996283e430ef79f38489ab7c251b01e9e4a5c3ee276359998f7bdbf001b329

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10502fb273453160a5c9de8f1762ae0824d5f0e38c6912f71a7eab2716fe4e6f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-02-19T04:23:12Z",
    "title_canon_sha256": "f04a5ca80e28afec1a4e2e496eacef544d106cf9b182f21f2cd110c2cd7f1cca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05312",
    "kind": "arxiv",
    "version": 4
  }
}