Pith Number

pith:W77G5BI3

pith:2023:W77G5BI3GAXH7NK6VR3LPXMV7O

not attested not anchored not stored refs pending

GEO: Generative Engine Optimization

Ameet Deshpande, Ashwin Kalyan, Karthik Narasimhan, Pranjal Aggarwal, Tanmay Rajpurohit, Vishvak Murahari

arxiv:2311.09735 v3 · 2023-11-16 · cs.LG · 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{W77G5BI3GAXH7NK6VR3LPXMV7O}

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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

9 papers in Pith

How Large Language Models Source Brand Reputation Across Languages and Markets

Generative Engine Optimization at Scale: Measuring Brand Visibility Across AI Search Engines

Paraphrase Brittleness in Production Retrieval-Augmented Commercial Recommendation: Reproducibility Below the Rerun-Stability Baseline

Prominence-Stratified Failure Modes in Retrieval-Augmented Commercial Recommendation: A 37,000-Run Audit

Divergent Recommendations, Convergent Diagnoses: Cross-Provider Failure-Mode Convergence in AI Commercial Recommendation

Receipt and verification

First computed	2026-07-05T08:37:50.220731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7fe6e851b302e7fb55eac76b7dd95fbb928402a69d3e6343c1b7bd8fbc036c9

Aliases

arxiv: 2311.09735 · arxiv_version: 2311.09735v3 · doi: 10.48550/arxiv.2311.09735 · pith_short_12: W77G5BI3GAXH · pith_short_16: W77G5BI3GAXH7NK6 · pith_short_8: W77G5BI3

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/W77G5BI3GAXH7NK6VR3LPXMV7O \
  | 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: b7fe6e851b302e7fb55eac76b7dd95fbb928402a69d3e6343c1b7bd8fbc036c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcf571f95f365a1228d9e0e80993dd7c071a1b029b778683214acd25dfef44a0",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-16T10:06:09Z",
    "title_canon_sha256": "3942cc6f285359b2e58a9a156089ab30b465e943b2a6e9a354e19e480077e354"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09735",
    "kind": "arxiv",
    "version": 3
  }
}