Pith Number

pith:W7QAYAHW

pith:2023:W7QAYAHWDGYWZLCB2GOZ3RK3AC

not attested not anchored not stored refs pending

InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models

Kabir Nagrecha, Lingyi Liu, Pablo Delgado, Prasanna Padmanabhan

arxiv:2308.08500 v1 · 2023-08-13 · cs.IR · cs.AI · cs.DC · cs.LG · cs.PF

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W7QAYAHWDGYWZLCB2GOZ3RK3AC}

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	2026-07-05T06:41:59.892287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7e00c00f619b16cac41d19d9dc55b009517d25cb6d6d81ded802107c35d352a

Aliases

arxiv: 2308.08500 · arxiv_version: 2308.08500v1 · doi: 10.48550/arxiv.2308.08500 · pith_short_12: W7QAYAHWDGYW · pith_short_16: W7QAYAHWDGYWZLCB · pith_short_8: W7QAYAHW

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/W7QAYAHWDGYWZLCB2GOZ3RK3AC \
  | 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: b7e00c00f619b16cac41d19d9dc55b009517d25cb6d6d81ded802107c35d352a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1fcc8b8cc3719d521d2eaf776a61555e1724be9d2d468c3ff079952e8c4bb9b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-08-13T18:28:56Z",
    "title_canon_sha256": "7968434f0e10fff13aa0b6185ff904d7ee8d8b2009cc34b89f254d2a664448a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.08500",
    "kind": "arxiv",
    "version": 1
  }
}