Pith Number

pith:FWH7CIXQ

pith:2025:FWH7CIXQSOQ26IP2GOBLQM6QNP

not attested not anchored not stored refs pending

Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture

Karthikeyan S, Rishi Gottimukkala, S Santosh Kumar, Supriya Devidutta

arxiv:2502.05233 v1 · 2025-02-07 · cs.CL · 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{FWH7CIXQSOQ26IP2GOBLQM6QNP}

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.

Receipt and verification

First computed	2026-07-05T10:11:34.572891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d8ff122f093a1af21fa3382b833d06bf034da8cdda0cd54161df22d3bea9128

Aliases

arxiv: 2502.05233 · arxiv_version: 2502.05233v1 · doi: 10.48550/arxiv.2502.05233 · pith_short_12: FWH7CIXQSOQ2 · pith_short_16: FWH7CIXQSOQ26IP2 · pith_short_8: FWH7CIXQ

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/FWH7CIXQSOQ26IP2GOBLQM6QNP \
  | 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: 2d8ff122f093a1af21fa3382b833d06bf034da8cdda0cd54161df22d3bea9128

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7be9fb2ecbef65383768f0d448eb8c9e91b66e04003c054afff74b40004828c5",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-07T04:24:07Z",
    "title_canon_sha256": "15af60bed181c485867e2b64ec689b0b74fdcb54316244ce17f04c6628460cda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05233",
    "kind": "arxiv",
    "version": 1
  }
}