Pith Number

pith:HQFZCIEW

pith:2023:HQFZCIEWLI23WUPOV2CQUNAYY5

not attested not anchored not stored refs pending

Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation

Eric Melz

arxiv:2311.04177 v1 · 2023-11-07 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HQFZCIEWLI23WUPOV2CQUNAYY5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Retrieval-Augmented Generation for Large Language Models: A Survey

SOMA: Efficient Multi-turn LLM Serving via Small Language Model

Receipt and verification

First computed	2026-07-05T07:10:11.864680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c0b9120965a35bb51eeae850a3418c748e40d45e0fced4c07687277882c0162

Aliases

arxiv: 2311.04177 · arxiv_version: 2311.04177v1 · doi: 10.48550/arxiv.2311.04177 · pith_short_12: HQFZCIEWLI23 · pith_short_16: HQFZCIEWLI23WUPO · pith_short_8: HQFZCIEW

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/HQFZCIEWLI23WUPOV2CQUNAYY5 \
  | 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: 3c0b9120965a35bb51eeae850a3418c748e40d45e0fced4c07687277882c0162

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5c90a7f14334056d5be6532264aa754d0c93e24ca12c42449599c15817979d8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-07T18:03:23Z",
    "title_canon_sha256": "52c7d61f5f796b3a9bd52d2a00981129519f3804e363a1a7cfcfa06f415476f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.04177",
    "kind": "arxiv",
    "version": 1
  }
}