Pith Number

pith:W3R3NVMJ

pith:2026:W3R3NVMJQCIPH7NOZWI33WWYGY

not attested not anchored not stored refs pending

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking

Matan Fainzilber, Shlomit Plavner

arxiv:2608.09650 v1 · 2026-08-10 · 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{W3R3NVMJQCIPH7NOZWI33WWYGY}

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	2026-08-11T02:24:44.481591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6e3b6d5898090f3fdaecd91bddad83626cc02c7b090664b8197d16e5f49d64c

Aliases

arxiv: 2608.09650 · arxiv_version: 2608.09650v1 · doi: 10.48550/arxiv.2608.09650 · pith_short_12: W3R3NVMJQCIP · pith_short_16: W3R3NVMJQCIPH7NO · pith_short_8: W3R3NVMJ

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/W3R3NVMJQCIPH7NOZWI33WWYGY \
  | 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: b6e3b6d5898090f3fdaecd91bddad83626cc02c7b090664b8197d16e5f49d64c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f6e883215c08495df1f047f86baa6fbdecc477189fb0c808d0f677dd8833364",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-08-10T14:28:30Z",
    "title_canon_sha256": "f7eb1d7fece214b329bdb8e56ed1b37173c6b9e672984605e22b8d414e80d978"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.09650",
    "kind": "arxiv",
    "version": 1
  }
}