Pith Number

pith:XOFMGYIB

pith:2024:XOFMGYIBTDWFYSAXQESJJNFI6X

not attested not anchored not stored refs pending

SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains

Carl Yang, Chen Luo, Hui Liu, Joyce C. Ho, Qi He, Ran Xu, Sreyashi Nag, Xianfeng Tang, Yang Li, Yaochen Xie, Zhenwei Dai

arxiv:2410.17952 v2 · 2024-10-23 · cs.CL · cs.AI · cs.IR · 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{XOFMGYIBTDWFYSAXQESJJNFI6X}

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

Train, Retrieve, or Both? A Four-Arm Head-to-Head for Correct Statutory Citation on the Ontario Residential Tenancies Act

Supervising the search process produces reliable and generalizable information-seeking agents

Receipt and verification

First computed	2026-07-05T10:05:13.928752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb8ac3610198ec5c4817812494b4a8f5e5b0dd5ab6dfb2c9f8fb36c8dd024ed8

Aliases

arxiv: 2410.17952 · arxiv_version: 2410.17952v2 · doi: 10.48550/arxiv.2410.17952 · pith_short_12: XOFMGYIBTDWF · pith_short_16: XOFMGYIBTDWFYSAX · pith_short_8: XOFMGYIB

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/XOFMGYIBTDWFYSAXQESJJNFI6X \
  | 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: bb8ac3610198ec5c4817812494b4a8f5e5b0dd5ab6dfb2c9f8fb36c8dd024ed8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28b9192b3ad33c2b6e0852859a499de196cf7932df7a72e83022f7431219e4d1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-23T15:24:16Z",
    "title_canon_sha256": "0d11bd6ce341cf6b5fcdd719f5bfca0984d9d156d10e40d415dd8951f72f1874"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.17952",
    "kind": "arxiv",
    "version": 2
  }
}