Pith Number

pith:AKKSMTYX

pith:2025:AKKSMTYX6AO74ZEO3EKD7PXSIB

not attested not anchored not stored refs pending

Identifying Non-Replicable Social Science Studies with Language Models

Annika Fred\'en, Bastiaan Bruinsma, Denitsa Saynova, Kajsa Hansson, Moa Johansson

arxiv:2503.10671 v1 · 2025-03-10 · 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{AKKSMTYX6AO74ZEO3EKD7PXSIB}

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

ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents

SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?

Receipt and verification

First computed	2026-07-05T10:31:03.424163Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0295264f17f01dfe648ed9143fbef24063f1a16f3c671ccd9fd5adcc9dc7aa98

Aliases

arxiv: 2503.10671 · arxiv_version: 2503.10671v1 · doi: 10.48550/arxiv.2503.10671 · pith_short_12: AKKSMTYX6AO7 · pith_short_16: AKKSMTYX6AO74ZEO · pith_short_8: AKKSMTYX

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/AKKSMTYX6AO74ZEO3EKD7PXSIB \
  | 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: 0295264f17f01dfe648ed9143fbef24063f1a16f3c671ccd9fd5adcc9dc7aa98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "accf4aceaba7644f63522a81041a92d2a521c63e142d8cfe7b939d91b32469f9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-10T11:48:05Z",
    "title_canon_sha256": "15ee7f392e2585131a374ca33a76f3b48bd1d992691131b394119b3564869a15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10671",
    "kind": "arxiv",
    "version": 1
  }
}