Pith Number

pith:F4SKADJG

pith:2023:F4SKADJGTCUGGYPUX6UV4J6UG7

not attested not anchored not stored refs pending

Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning

Devishree Pillai, Ghanshyam Verma, Huan Chen, Janos A. Perge, John P. McCrae, Paul Buitelaar, Shovon Sengupta, Simon Simanta

arxiv:2307.04996 v2 · 2023-07-11 · 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{F4SKADJGTCUGGYPUX6UV4J6UG7}

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.

Cited by

1 paper in Pith

BoolXLLM: LLM-Assisted Explainability for Boolean Models

Receipt and verification

First computed	2026-07-05T10:18:32.407514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f24a00d2698a86361f4bfa95e27d437d45d06b97948dfbffad1eab018a5c1cf

Aliases

arxiv: 2307.04996 · arxiv_version: 2307.04996v2 · doi: 10.48550/arxiv.2307.04996 · pith_short_12: F4SKADJGTCUG · pith_short_16: F4SKADJGTCUGGYPU · pith_short_8: F4SKADJG

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/F4SKADJGTCUGGYPUX6UV4J6UG7 \
  | 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: 2f24a00d2698a86361f4bfa95e27d437d45d06b97948dfbffad1eab018a5c1cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "785326c5c6a92c65c3aed68c48ea68f44b3a9d9c76de562ec76e95dedb2c3090",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-07-11T03:24:54Z",
    "title_canon_sha256": "6e90a84c9e04ff11d4514f5dbc17ef968ad5579d5551a1b28ec0cda3e85c1a18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.04996",
    "kind": "arxiv",
    "version": 2
  }
}