Pith Number

pith:ZMVJR55C

pith:2025:ZMVJR55C6LCUZTHYFI6L3ZVT5B

not attested not anchored not stored refs pending

Augmented Relevance Datasets with Fine-Tuned Small LLMs

Matyas Amrouche, Quentin Fitte-Rey, Romain Deveaud

arxiv:2504.09816 v1 · 2025-04-14 · cs.IR · 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{ZMVJR55C6LCUZTHYFI6L3ZVT5B}

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

HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems

Receipt and verification

First computed	2026-07-05T10:48:43.134796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb2a98f7a2f2c54cccf82a3cbde6b3e87a28ce71c0e50a6e0dda973838980277

Aliases

arxiv: 2504.09816 · arxiv_version: 2504.09816v1 · doi: 10.48550/arxiv.2504.09816 · pith_short_12: ZMVJR55C6LCU · pith_short_16: ZMVJR55C6LCUZTHY · pith_short_8: ZMVJR55C

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/ZMVJR55C6LCUZTHYFI6L3ZVT5B \
  | 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: cb2a98f7a2f2c54cccf82a3cbde6b3e87a28ce71c0e50a6e0dda973838980277

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "812608a967318fba701c97a990aa89f479b644a9fd40a6c738cd2bbda3959b75",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-04-14T02:35:00Z",
    "title_canon_sha256": "ecac35758c5c69bac03f351eacabc872da17ea2fb4863966d1d0daafec411c10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.09816",
    "kind": "arxiv",
    "version": 1
  }
}