Pith Number

pith:P3XJIKG3

pith:2024:P3XJIKG3GSJS2VPRIQKEBVLG4C

not attested not anchored not stored refs pending

Human Variability vs. Machine Consistency: A Linguistic Analysis of Texts Generated by Humans and Large Language Models

Segun Aroyehun, Sergio E. Zanotto

arxiv:2412.03025 v1 · 2024-12-04 · 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{P3XJIKG3GSJS2VPRIQKEBVLG4C}

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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

6 papers in Pith

Can Crowdsourcing Survive the LLM Era? A Community Survey on Human Data Collection

How Human-Like Are Large Language Models? A Register-Aware Linguistic Evaluation Framework

Self-Training Doesn't Flatten Language -- It Restructures It: Surface Markers Amplify While Deep Syntax Dies

What Are LLMs Doing to Scientific Communication? Measuring Changes in Writing Practices and Reading Experience

Directional Alignment and Narrative Agency in Human-LLM Co-Writing

Receipt and verification

First computed	2026-07-05T09:44:23.894480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7eee9428db34932d55f1441440d566e0a846ad64c4fc4ca9319157bbf22f1be0

Aliases

arxiv: 2412.03025 · arxiv_version: 2412.03025v1 · doi: 10.48550/arxiv.2412.03025 · pith_short_12: P3XJIKG3GSJS · pith_short_16: P3XJIKG3GSJS2VPR · pith_short_8: P3XJIKG3

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/P3XJIKG3GSJS2VPRIQKEBVLG4C \
  | 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: 7eee9428db34932d55f1441440d566e0a846ad64c4fc4ca9319157bbf22f1be0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d076d96e5c78ff6f04efd77cb25101577e2ca14ebe1faf0c1e6655a20e872e0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-04T04:38:35Z",
    "title_canon_sha256": "d037c56d8ac6fd32deacf88816f32f6d774f1f66255438c3d6e043aaa1f08590"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03025",
    "kind": "arxiv",
    "version": 1
  }
}