Pith Number

pith:RMNK2EV4

pith:2021:RMNK2EV4YQCJXGZDUCHP6DCIW7

not attested not anchored not stored refs pending

High Quality Related Search Query Suggestions using Deep Reinforcement Learning

Praveen Kumar Bodigutla

arxiv:2108.04452 v1 · 2021-08-10 · cs.IR · cs.AI · 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{RMNK2EV4YQCJXGZDUCHP6DCIW7}

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	2026-07-05T03:04:30.760216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b1aad12bcc4049b9b23a08eff0c48b7cf15aa6d4145286f6ff943826bb2cbf6

Aliases

arxiv: 2108.04452 · arxiv_version: 2108.04452v1 · doi: 10.48550/arxiv.2108.04452 · pith_short_12: RMNK2EV4YQCJ · pith_short_16: RMNK2EV4YQCJXGZD · pith_short_8: RMNK2EV4

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/RMNK2EV4YQCJXGZDUCHP6DCIW7 \
  | 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: 8b1aad12bcc4049b9b23a08eff0c48b7cf15aa6d4145286f6ff943826bb2cbf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25e35205952b02885b2bdff1cb5d5ce7e1ac77a64c6c6f978158576243380a16",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2021-08-10T05:22:32Z",
    "title_canon_sha256": "61aa828be18bb11bacfc6194e2547a9e6d67567a06a4dffc5175381cbb8765e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.04452",
    "kind": "arxiv",
    "version": 1
  }
}