Pith Number

pith:6G4DIZTY

pith:2023:6G4DIZTYNGKN7JJSZ23AYGBK7C

not attested not anchored not stored refs pending

PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter

Haoyan Yang, Jianzong Wang, Jing Xiao, Ming Li, Ning Cheng, Yong Zhang, Zhitao Li

arxiv:2310.18347 v1 · 2023-10-23 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6G4DIZTYNGKN7JJSZ23AYGBK7C}

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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

1 paper in Pith

Retrieval-Augmented Generation for Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T07:06:07.013358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1b83466786994dfa532ceb60c182af8887f482cfac04af4bf3386b56f35f2d4

Aliases

arxiv: 2310.18347 · arxiv_version: 2310.18347v1 · doi: 10.48550/arxiv.2310.18347 · pith_short_12: 6G4DIZTYNGKN · pith_short_16: 6G4DIZTYNGKN7JJS · pith_short_8: 6G4DIZTY

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/6G4DIZTYNGKN7JJSZ23AYGBK7C \
  | 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: f1b83466786994dfa532ceb60c182af8887f482cfac04af4bf3386b56f35f2d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "897015496d2350a72af92261711e6efb588ef74299d1910f572c68c4029fd177",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-23T03:12:00Z",
    "title_canon_sha256": "ff221a806d321cca2a02e34f684c07095fec882d7a7da56bca359da2535cc656"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.18347",
    "kind": "arxiv",
    "version": 1
  }
}