Pith Number

pith:BK6XF5XH

pith:2026:BK6XF5XHZJ3ZNLHZ52J3IC4XL6

not attested not anchored not stored refs pending

Designing Reward Signals for Portable Query Generation: A Case Study in Industrial Semantic Job Search

Andrii Soviak, Baofen Zheng, Chunnan Yao, Dan Xu, Jianqiang Shen, Jingwei Wu, Kevin Kao, Ping Liu, Qianqi Shen, Rajat Arora, Wanjun Jiang, Wenjing Zhang, Wenqiong Liu, Yunxiang Ren

arxiv:2606.27291 v1 · 2026-06-25 · 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{BK6XF5XHZJ3ZNLHZ52J3IC4XL6}

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	2026-06-26T01:16:17.896289Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0abd72f6e7ca7796acf9ee93b40b975fb22cec4668f85da3d3314cfb6b6facad

Aliases

arxiv: 2606.27291 · arxiv_version: 2606.27291v1 · doi: 10.48550/arxiv.2606.27291 · pith_short_12: BK6XF5XHZJ3Z · pith_short_16: BK6XF5XHZJ3ZNLHZ · pith_short_8: BK6XF5XH

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/BK6XF5XHZJ3ZNLHZ52J3IC4XL6 \
  | 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: 0abd72f6e7ca7796acf9ee93b40b975fb22cec4668f85da3d3314cfb6b6facad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b4b89cc6abefcfeafaec2af87e2e08b7ffd925a5bafc8f7c58257a0501d37af",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-25T17:09:12Z",
    "title_canon_sha256": "4572ad671b1a14bc9896656c5dfca37476dd60ba6a24b203b1bb5979b3502d07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27291",
    "kind": "arxiv",
    "version": 1
  }
}