Pith Number

pith:25YAJKQG

pith:2023:25YAJKQGPKVNTT5FVK74DLFTVN

not attested not anchored not stored refs pending

Measurement in the Age of LLMs: An Application to Ideological Scaling

Aaron Schein, Sean O'Hagan

arxiv:2312.09203 v2 · 2023-12-14 · 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{25YAJKQGPKVNTT5FVK74DLFTVN}

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

3 papers in Pith

Validating LLMs in social science: Epistemic threats and emerging norms

Talking Politics with Artificial Intelligence

Receipt and verification

First computed	2026-07-05T08:05:07.095160Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d77004aa067aaad9cfa5aabfc1acb3ab774d44decd892760aeac2a4ff45e69b0

Aliases

arxiv: 2312.09203 · arxiv_version: 2312.09203v2 · doi: 10.48550/arxiv.2312.09203 · pith_short_12: 25YAJKQGPKVN · pith_short_16: 25YAJKQGPKVNTT5F · pith_short_8: 25YAJKQG

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/25YAJKQGPKVNTT5FVK74DLFTVN \
  | 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: d77004aa067aaad9cfa5aabfc1acb3ab774d44decd892760aeac2a4ff45e69b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b6ba659693a0f5894f87d675d6e3fd20f8d5ecb3bed94049eee88c9700aeac7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-14T18:34:06Z",
    "title_canon_sha256": "93b4c033faac7ad23cb2d52c01778db82f280381e0d0720d1fe09c1abc845748"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.09203",
    "kind": "arxiv",
    "version": 2
  }
}