Pith Number

pith:3SB3JYDZ

pith:2025:3SB3JYDZODF4DSWDPLKJBLIBJX

not attested not anchored not stored refs pending

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models

Binrong Zhu, Guiran Liu, Hanlu Zhang, Hongye Zheng, Jacky He, Xiaokai Wang

arxiv:2504.19436 v1 · 2025-04-28 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3SB3JYDZODF4DSWDPLKJBLIBJX}

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

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment

Receipt and verification

First computed	2026-07-05T10:54:57.361302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc83b4e07970cbc1cac37ad490ad014df94ab33a9174d536c7a6024f12b55f4e

Aliases

arxiv: 2504.19436 · arxiv_version: 2504.19436v1 · doi: 10.48550/arxiv.2504.19436 · pith_short_12: 3SB3JYDZODF4 · pith_short_16: 3SB3JYDZODF4DSWD · pith_short_8: 3SB3JYDZ

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/3SB3JYDZODF4DSWDPLKJBLIBJX \
  | 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: dc83b4e07970cbc1cac37ad490ad014df94ab33a9174d536c7a6024f12b55f4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59ae9900f3adf7a487723f884451c4ed306e9b6c5a0c42bdc6ace83791619506",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-28T02:50:45Z",
    "title_canon_sha256": "026086cf5816a38f761ede3f7a3b65406b49207c5b1ee0cb038f415843909da5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19436",
    "kind": "arxiv",
    "version": 1
  }
}