Pith Number

pith:J4PJDZNX

pith:2024:J4PJDZNX4U2CBMRMYXOF3FLI3K

not attested not anchored not stored refs pending

The Importance of Causality in Decision Making: A Perspective on Recommender Systems

Alessio Zanga, Emanuele Cavenaghi, Fabio Stella, Markus Zanker

arxiv:2410.01822 v1 · 2024-09-16 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J4PJDZNX4U2CBMRMYXOF3FLI3K}

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	2026-07-05T09:14:56.187351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f1e91e5b7e53420b22cc5dc5d9568da8676ec6c1fb7629725693c51cbfb9cdd

Aliases

arxiv: 2410.01822 · arxiv_version: 2410.01822v1 · doi: 10.48550/arxiv.2410.01822 · pith_short_12: J4PJDZNX4U2C · pith_short_16: J4PJDZNX4U2CBMRM · pith_short_8: J4PJDZNX

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/J4PJDZNX4U2CBMRMYXOF3FLI3K \
  | 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: 4f1e91e5b7e53420b22cc5dc5d9568da8676ec6c1fb7629725693c51cbfb9cdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "467b2a42624536b02d8eb4ba3794d14f7c04ccfeca1d7c09368c2bb25a34dd02",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-09-16T13:30:41Z",
    "title_canon_sha256": "499f54ffc7ab01a15e34f0d45cf61e504cabbd882c71ddc61e4b50ac47e07055"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01822",
    "kind": "arxiv",
    "version": 1
  }
}