Pith Number

pith:B2XY4UTH

pith:2022:B2XY4UTH7PGCBX2JIMNNUIMIDF

not attested not anchored not stored refs pending

Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?

Ananya Kumar, Dan Jurafsky, Kathleen A. Creel, Percy Liang, Rishi Bommasani

arxiv:2211.13972 v1 · 2022-11-25 · cs.LG · cs.AI · cs.CL · cs.CV · 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{B2XY4UTH7PGCBX2JIMNNUIMIDF}

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

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

Receipt and verification

First computed	2026-07-05T05:19:28.323916Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0eaf8e5267fbcc20df49431ada2188197e93a65e9e7ff4db6f704ca699f6378e

Aliases

arxiv: 2211.13972 · arxiv_version: 2211.13972v1 · doi: 10.48550/arxiv.2211.13972 · pith_short_12: B2XY4UTH7PGC · pith_short_16: B2XY4UTH7PGCBX2J · pith_short_8: B2XY4UTH

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/B2XY4UTH7PGCBX2JIMNNUIMIDF \
  | 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: 0eaf8e5267fbcc20df49431ada2188197e93a65e9e7ff4db6f704ca699f6378e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc853a3139ae88b306d943b403d938332faa76fdd9dbd225c9ad866ba8291812",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-25T09:33:11Z",
    "title_canon_sha256": "75e8a50848823c7d7a9a72939184984b008b737d084046570690f8fcc3c977ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13972",
    "kind": "arxiv",
    "version": 1
  }
}