Pith Number

pith:7JN6CGG5

pith:2024:7JN6CGG5S2G4BC4PNBZUFA3FWC

not attested not anchored not stored refs pending

Pre-Trained Language Models Represent Some Geographic Populations Better Than Others

Benjamin Adams, Harish Tayyar Madabushi, Jonathan Dunn

arxiv:2403.11025 v1 · 2024-03-16 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7JN6CGG5S2G4BC4PNBZUFA3FWC}

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

Performance Gains of LLMs With Humans in a World of LLMs Versus Humans

Receipt and verification

First computed	2026-07-05T07:57:10.179592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa5be118dd968dc08b8f6873428365b0a5d331abf9fd17a06bbc99a6b9beeb20

Aliases

arxiv: 2403.11025 · arxiv_version: 2403.11025v1 · doi: 10.48550/arxiv.2403.11025 · pith_short_12: 7JN6CGG5S2G4 · pith_short_16: 7JN6CGG5S2G4BC4P · pith_short_8: 7JN6CGG5

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/7JN6CGG5S2G4BC4PNBZUFA3FWC \
  | 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: fa5be118dd968dc08b8f6873428365b0a5d331abf9fd17a06bbc99a6b9beeb20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a513bfed0a4440213a89cc50bff2e2cba9356464c5a0114435fec2e9d9325b12",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-16T22:01:39Z",
    "title_canon_sha256": "3d61ae3c015a66a499386a625c73c47bb97b8b67cb7628fea28a2b1611a17b5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11025",
    "kind": "arxiv",
    "version": 1
  }
}