Pith Number

pith:2C7XNM52

pith:2025:2C7XNM52OLKINCPZNVOCXRGWWL

not attested not anchored not stored refs pending

ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses

Esmail Gumaan

arxiv:2504.08744 v1 · 2025-03-23 · cs.IR · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2C7XNM52OLKINCPZNVOCXRGWWL}

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

1 paper in Pith

Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation

Receipt and verification

First computed	2026-07-05T10:48:31.465388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0bf76b3ba72d48689f96d5c2bc4d6b2f7704854761c061612643ab5203b02cb

Aliases

arxiv: 2504.08744 · arxiv_version: 2504.08744v1 · doi: 10.48550/arxiv.2504.08744 · pith_short_12: 2C7XNM52OLKI · pith_short_16: 2C7XNM52OLKINCPZ · pith_short_8: 2C7XNM52

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/2C7XNM52OLKINCPZNVOCXRGWWL \
  | 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: d0bf76b3ba72d48689f96d5c2bc4d6b2f7704854761c061612643ab5203b02cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55c47e1499878031e240c8166e8ea9766415318756924ce77284644b09ff66c9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-03-23T17:26:23Z",
    "title_canon_sha256": "9100608e365ad177be3549876e60d920059ee954a975c6487d4d29a084ddc8d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.08744",
    "kind": "arxiv",
    "version": 1
  }
}