Pith Number

pith:GMQNTUQE

pith:2025:GMQNTUQEBQXD4IDBN4OWW7FZKY

not attested not anchored not stored refs pending

FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems

Alex Cheung, Amandeep Singh, David B. Emerson, Izuki Matsuba, Marcelo Lotif, Ravi Theja, Val Andrei Fajardo, Veronica Chatrath

arxiv:2506.09200 v2 · 2025-06-10 · cs.LG · 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{GMQNTUQEBQXD4IDBN4OWW7FZKY}

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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

Security and Privacy in Retrieval-Augmented Generation: Architectures, Threats, Defenses, and Future Directions for Building Trustworthy Systems

As We May Search

Receipt and verification

First computed	2026-07-05T11:20:14.503470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3320d9d2040c2e3e20616f1d6b7cb956061bef79280466c76dc5b354d0ca80ba

Aliases

arxiv: 2506.09200 · arxiv_version: 2506.09200v2 · doi: 10.48550/arxiv.2506.09200 · pith_short_12: GMQNTUQEBQXD · pith_short_16: GMQNTUQEBQXD4IDB · pith_short_8: GMQNTUQE

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/GMQNTUQEBQXD4IDBN4OWW7FZKY \
  | 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: 3320d9d2040c2e3e20616f1d6b7cb956061bef79280466c76dc5b354d0ca80ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cda50cb16862bd959e7ec57d0bb5895f263d6808e10f072b5c0c13fa46023c5b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T19:42:07Z",
    "title_canon_sha256": "453c6b492684fce54da7deb979568d298e7e886ae736675b56bf9002a31f3ede"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09200",
    "kind": "arxiv",
    "version": 2
  }
}