Pith Number

pith:KYW2JJOD

pith:2025:KYW2JJODQR4BWEICRQPFZD2A4D

not attested not anchored not stored refs pending

E-GEO: A Testbed for Generative Engine Optimization in E-Commerce

Puneet S. Bagga, Tamar Korkotashvili, Tianyi Peng, Vivek F. Farias, Yuhang Wu

arxiv:2511.20867 v2 · 2025-11-25 · 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{KYW2JJODQR4BWEICRQPFZD2A4D}

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

Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems

Receipt and verification

First computed	2026-07-15T01:20:50.508690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

562da4a5c384781b11028c1e5c8f40e0d668f9754b464d9ce91c68d185ea3c57

Aliases

arxiv: 2511.20867 · arxiv_version: 2511.20867v2 · doi: 10.48550/arxiv.2511.20867 · pith_short_12: KYW2JJODQR4B · pith_short_16: KYW2JJODQR4BWEIC · pith_short_8: KYW2JJOD

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/KYW2JJODQR4BWEICRQPFZD2A4D \
  | 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: 562da4a5c384781b11028c1e5c8f40e0d668f9754b464d9ce91c68d185ea3c57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6687bdf85cea87f317f2fd5002ed1981fe5e02c9caa84436d85a2dcb3cb91034",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-11-25T21:28:40Z",
    "title_canon_sha256": "6063f5b97c7b4e4d17db0a599c38cc98ac0d8ce634d9d2f3239752ccb16c2d3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.20867",
    "kind": "arxiv",
    "version": 2
  }
}