Pith Number

pith:POQ7XVAV

pith:2024:POQ7XVAVPVMMOSPMKBWCTGXM2T

not attested not anchored not stored refs pending

Best Practices for Distilling Large Language Models into BERT for Web Search Ranking

Bowen Tian, Dezhi Ye, Haijin Liang, Jiabin Fan, Jie Liu, Jin Ma, Junwei Hu

arxiv:2411.04539 v1 · 2024-11-07 · 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{POQ7XVAVPVMMOSPMKBWCTGXM2T}

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	2026-07-05T09:32:21.534624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ba1fbd4157d58c749ec506c299aecd4d2cbf918874ceadabc9b68475dff343a

Aliases

arxiv: 2411.04539 · arxiv_version: 2411.04539v1 · doi: 10.48550/arxiv.2411.04539 · pith_short_12: POQ7XVAVPVMM · pith_short_16: POQ7XVAVPVMMOSPM · pith_short_8: POQ7XVAV

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/POQ7XVAVPVMMOSPMKBWCTGXM2T \
  | 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: 7ba1fbd4157d58c749ec506c299aecd4d2cbf918874ceadabc9b68475dff343a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "769184023724563e4d347a0611ef3e4d7695e3991dcea4b6777da728802535f1",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-07T08:54:46Z",
    "title_canon_sha256": "4ca1efe9e3bfc5ea77ba78a8eaf01c9d2ac0b7eee54061b833b457d5238084c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04539",
    "kind": "arxiv",
    "version": 1
  }
}