Pith Number

pith:B7OOWUTM

pith:2025:B7OOWUTMNHHDTLPWWIJBKOQEJX

not attested not anchored not stored refs pending

Tuning LLMs by RAG Principles: Towards LLM-native Memory

Fangbo Tao, Jiale Wei, Jingbo Shang, Ruochen Liu, Shuchi Wu, Xiang Ying

arxiv:2503.16071 v1 · 2025-03-20 · cs.CL · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B7OOWUTMNHHDTLPWWIJBKOQEJX}

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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

AAFLOW: Scalable Patterns for Agentic AI Workflows

Receipt and verification

First computed	2026-07-05T10:36:05.368637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fdceb526c69ce39adf6b212153a044dd4ebf61bf09ccc12865f357b7a56ab2e

Aliases

arxiv: 2503.16071 · arxiv_version: 2503.16071v1 · doi: 10.48550/arxiv.2503.16071 · pith_short_12: B7OOWUTMNHHD · pith_short_16: B7OOWUTMNHHDTLPW · pith_short_8: B7OOWUTM

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/B7OOWUTMNHHDTLPWWIJBKOQEJX \
  | 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: 0fdceb526c69ce39adf6b212153a044dd4ebf61bf09ccc12865f357b7a56ab2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c19c826047c47b59f6dbc64ebef83d6777d7ffad85214c2bf91107b51d5bff5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-20T12:04:40Z",
    "title_canon_sha256": "c57b4856026c6cb43a756eedf297931870a1033cd811270573c80cd2ef5dcaaf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16071",
    "kind": "arxiv",
    "version": 1
  }
}