Pith Number

pith:V47AXLPH

pith:2024:V47AXLPHXMWZRQ3ZGFJC2U4UQO

not attested not anchored not stored refs pending

The Importance of Cognitive Biases in the Recommendation Ecosystem

Gustavo Junior Escobedo Ticona, Markus Schedl, Mohammad Lotfi, Oleg Lesota, Shahed Masoudian, Stefan Brandl

arxiv:2408.12492 v2 · 2024-08-22 · 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{V47AXLPHXMWZRQ3ZGFJC2U4UQO}

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	2026-07-05T09:01:04.771398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af3e0bade7bb2d98c37931522d539483ab47ad776c9218ff79218992d98496af

Aliases

arxiv: 2408.12492 · arxiv_version: 2408.12492v2 · doi: 10.48550/arxiv.2408.12492 · pith_short_12: V47AXLPHXMWZ · pith_short_16: V47AXLPHXMWZRQ3Z · pith_short_8: V47AXLPH

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/V47AXLPHXMWZRQ3ZGFJC2U4UQO \
  | 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: af3e0bade7bb2d98c37931522d539483ab47ad776c9218ff79218992d98496af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd727580a2357cd844a94688ecff9df3034b74ce76040438017dad8e934bd9ea",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-08-22T15:33:46Z",
    "title_canon_sha256": "a089b6d0d80a20a9955593a468c19f556a69b356682b9e528623b5e6c115089e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12492",
    "kind": "arxiv",
    "version": 2
  }
}