Pith Number

pith:RPYWGQWH

pith:2024:RPYWGQWHVAEQO77KTH2SPIC43M

not attested not anchored not stored refs pending

Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation

Fan Wu, Fei Wu, Jingyuan Chen, Shengyu Zhang, Xueyu Hu, Yuhang Liu

arxiv:2411.03957 v1 · 2024-11-06 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RPYWGQWHVAEQO77KTH2SPIC43M}

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	2026-07-05T09:31:58.611637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bf16342c7a809077fea99f527a05cdb161e8f588d6910c0d581620586636007

Aliases

arxiv: 2411.03957 · arxiv_version: 2411.03957v1 · doi: 10.48550/arxiv.2411.03957 · pith_short_12: RPYWGQWHVAEQ · pith_short_16: RPYWGQWHVAEQO77K · pith_short_8: RPYWGQWH

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/RPYWGQWHVAEQO77KTH2SPIC43M \
  | 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: 8bf16342c7a809077fea99f527a05cdb161e8f588d6910c0d581620586636007

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5a99c34b2b8020f24fbfec71cde81eba82437068546f547e4c9ac2463b9845f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-06T14:42:39Z",
    "title_canon_sha256": "5ff867f0d9053f032b9abfe60d7c78580082ed3315e4612f508e30aaaf518e06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.03957",
    "kind": "arxiv",
    "version": 1
  }
}