Pith Number

pith:LAGG2SCX

pith:2025:LAGG2SCX5LQMSHKSIS2QORB2Z6

not attested not anchored not stored refs pending

Homogeneous Algorithms Can Reduce Competition in Personalized Pricing

Ashia Wilson, Kathleen Creel, Manish Raghavan, Nathanael Jo

arxiv:2503.15634 v1 · 2025-03-19 · cs.GT · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LAGG2SCX5LQMSHKSIS2QORB2Z6}

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

Recourse, Repair, Reparation, & Prevention: A Stakeholder Analysis of AI Supply Chains

Receipt and verification

First computed	2026-07-05T10:35:54.749744Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

580c6d4857eae0c91d5244b507443acfa6912460a22db2e0c11b353ae513d3b3

Aliases

arxiv: 2503.15634 · arxiv_version: 2503.15634v1 · doi: 10.48550/arxiv.2503.15634 · pith_short_12: LAGG2SCX5LQM · pith_short_16: LAGG2SCX5LQMSHKS · pith_short_8: LAGG2SCX

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/LAGG2SCX5LQMSHKSIS2QORB2Z6 \
  | 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: 580c6d4857eae0c91d5244b507443acfa6912460a22db2e0c11b353ae513d3b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1212dcbc11fc7907508fab1b624613d9a8f74fd5c215cb9d8c3d9926cd416a13",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2025-03-19T18:43:36Z",
    "title_canon_sha256": "2507cfc5200fd15578be2b0ddaa0b1c7c61206063d2136c8466ef749e012d7d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15634",
    "kind": "arxiv",
    "version": 1
  }
}