Pith Number

pith:FQ27K776

pith:2024:FQ27K776DVPLUQRX2W22KY3EXD

not attested not anchored not stored refs pending

Generative Monoculture in Large Language Models

Emily Black, Fan Wu, Varun Chandrasekaran

arxiv:2407.02209 v1 · 2024-07-02 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FQ27K776DVPLUQRX2W22KY3EXD}

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

2 papers in Pith

LLM Jaggedness Unlocks Scientific Creativity

Receipt and verification

First computed	2026-07-05T08:39:11.686959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c35f57ffe1d5eba4237d5b5a56364b8d48f482274ea95a01fe4243cbe6a8a4b

Aliases

arxiv: 2407.02209 · arxiv_version: 2407.02209v1 · doi: 10.48550/arxiv.2407.02209 · pith_short_12: FQ27K776DVPL · pith_short_16: FQ27K776DVPLUQRX · pith_short_8: FQ27K776

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/FQ27K776DVPLUQRX2W22KY3EXD \
  | 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: 2c35f57ffe1d5eba4237d5b5a56364b8d48f482274ea95a01fe4243cbe6a8a4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51982bd7b7e6d55b93659442218331f3d4be5c43e13f264472e299ff033096a1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-02T12:17:07Z",
    "title_canon_sha256": "fc5563f98c2162b818cb5f90feeca06786ab19b62db1cf94d90ad197a7f95a5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02209",
    "kind": "arxiv",
    "version": 1
  }
}