Pith Number

pith:KJ4KQ32N

pith:2023:KJ4KQ32NL5TR3HYFML24UXN36H

not attested not anchored not stored refs pending

Fine-Tuning LLaMA for Multi-Stage Text Retrieval

Furu Wei, Jimmy Lin, Liang Wang, Nan Yang, Xueguang Ma

arxiv:2310.08319 v1 · 2023-10-12 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KJ4KQ32NL5TR3HYFML24UXN36H}

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

9 papers in Pith

Re-Ranking Through an Attribution Lens for Citation Quality in Legal QA

Test-Time Compute for Frozen Embedding Models through Agentic Program Search

One Retrieval to Cover Them All: Co-occurrence-Aware Knowledge Base Reorganization for Session-Level RAG

The Voronoi Bottleneck: Capacity-Aware Dense Retrieval for Product Search

RAG-Match: Retrieval-Augmented Knowledge Injection and Hierarchical Reasoning for Calibrated Semantic Relevance

Receipt and verification

First computed	2026-07-05T07:00:14.018150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5278a86f4d5f671d9f0562f5ca5dbbf1c6f4137399400a3712ce479bd36283ab

Aliases

arxiv: 2310.08319 · arxiv_version: 2310.08319v1 · doi: 10.48550/arxiv.2310.08319 · pith_short_12: KJ4KQ32NL5TR · pith_short_16: KJ4KQ32NL5TR3HYF · pith_short_8: KJ4KQ32N

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/KJ4KQ32NL5TR3HYFML24UXN36H \
  | 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: 5278a86f4d5f671d9f0562f5ca5dbbf1c6f4137399400a3712ce479bd36283ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "364d28286b91ff2841ee0b3daa5516d291e147ff3d7e61c9317c778d8a9dc25a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-10-12T13:32:35Z",
    "title_canon_sha256": "08df894a4d2c3b149f10164a2ddd56a46bfdd674da8264718ee7c5f240c6da67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08319",
    "kind": "arxiv",
    "version": 1
  }
}