Pith Number

pith:O3LBQP6D

pith:2025:O3LBQP6DBM3DCVUEFPALBR2SHH

not attested not anchored not stored refs pending

Diversity Enhances an LLM's Performance in RAG and Long-context Task

Bin Bi, Claire Na Cheng, Sitaram Asur, Yanqi Luo, Zhichao Wang

arxiv:2502.09017 v2 · 2025-02-13 · 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{O3LBQP6DBM3DCVUEFPALBR2SHH}

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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

3 papers in Pith

How Fine-Grained Should a RAG Benchmark Be? A Hierarchical Framework for Synthetic Question Generation

Search for Coverage: Learning Coverage-Aware Retrieval with Augmented Sub-Question Answerability

Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation

Receipt and verification

First computed	2026-07-05T10:45:39.018440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76d6183fc30b363156842bc0b0c75239ef2c83becea7b6cdb23d417200289409

Aliases

arxiv: 2502.09017 · arxiv_version: 2502.09017v2 · doi: 10.48550/arxiv.2502.09017 · pith_short_12: O3LBQP6DBM3D · pith_short_16: O3LBQP6DBM3DCVUE · pith_short_8: O3LBQP6D

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/O3LBQP6DBM3DCVUEFPALBR2SHH \
  | 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: 76d6183fc30b363156842bc0b0c75239ef2c83becea7b6cdb23d417200289409

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "806621cfb8b3be35d3797446c39529d17dc717bc0cd86cdc4580038a1e24216b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-13T07:11:01Z",
    "title_canon_sha256": "48376c7fa9fcb6d7bbcf24ecae726eb4409f374976fb81f819d404ebd15b9f28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09017",
    "kind": "arxiv",
    "version": 2
  }
}