Pith Number

pith:PW7H4JHC

pith:2025:PW7H4JHCL44YTRHK4CNWYH4B6G

not attested not anchored not stored refs pending

Beyond One-Size-Fits-All: A Study of Neural and Behavioural Variability Across Different Recommendation Categories

Carlos Segura, Georgios Koutroumpas, Ioannis Arapakis, Joemon M. Jose, Mireia Masias Bruns, Sebastian Idesis, Sergi Abadal

arxiv:2506.13409 v1 · 2025-06-16 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PW7H4JHCL44YTRHK4CNWYH4B6G}

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	2026-07-05T11:22:09.925884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7dbe7e24e25f3989c4eae09b6c1f81f190d1cf9d1a6793f9c4b8c194dd629b1f

Aliases

arxiv: 2506.13409 · arxiv_version: 2506.13409v1 · doi: 10.48550/arxiv.2506.13409 · pith_short_12: PW7H4JHCL44Y · pith_short_16: PW7H4JHCL44YTRHK · pith_short_8: PW7H4JHC

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/PW7H4JHCL44YTRHK4CNWYH4B6G \
  | 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: 7dbe7e24e25f3989c4eae09b6c1f81f190d1cf9d1a6793f9c4b8c194dd629b1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "700861248c0223dafb8c5f941ee3846e88f97f901e9fff2ded08df8c3518c5c7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-06-16T12:23:17Z",
    "title_canon_sha256": "653225d3eebb19c6f50409d9f676a6ed6b3058acf246aca1a15054123446b300"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13409",
    "kind": "arxiv",
    "version": 1
  }
}