Pith Number

pith:REBFGDS3

pith:2024:REBFGDS3BK5AG3N32B3Z2YXXZW

not attested not anchored not stored refs pending

Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models

Hayate Iso, Nikita Bhutani, Sairam Gurajada, Seiji Maekawa

arxiv:2402.13492 v3 · 2024-02-21 · 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{REBFGDS3BK5AG3N32B3Z2YXXZW}

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

MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge

Receipt and verification

First computed	2026-07-05T08:01:37.401659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8902530e5b0aba036dbbd0779d62f7cd8be23ffece3437e2a11389cd9ad5d0c0

Aliases

arxiv: 2402.13492 · arxiv_version: 2402.13492v3 · doi: 10.48550/arxiv.2402.13492 · pith_short_12: REBFGDS3BK5A · pith_short_16: REBFGDS3BK5AG3N3 · pith_short_8: REBFGDS3

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/REBFGDS3BK5AG3N32B3Z2YXXZW \
  | 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: 8902530e5b0aba036dbbd0779d62f7cd8be23ffece3437e2a11389cd9ad5d0c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcbe16fb8611827fc34ab9a2eddac850b537f11c888f1502cf7e240bfa2dd2a9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-21T03:05:50Z",
    "title_canon_sha256": "4a26c21d242f451553de0ddc370ed003e5c119bff08aa9447eadb2afb03075bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.13492",
    "kind": "arxiv",
    "version": 3
  }
}