Pith Number

pith:S47FYXTW

pith:2023:S47FYXTWMX63DVZXHNGLF2O5N6

not attested not anchored not stored refs pending

Whose Opinions Do Language Models Reflect?

Cinoo Lee, Esin Durmus, Faisal Ladhak, Percy Liang, Shibani Santurkar, Tatsunori Hashimoto

arxiv:2303.17548 v1 · 2023-03-30 · cs.CL · cs.AI · cs.CY · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S47FYXTWMX63DVZXHNGLF2O5N6}

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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

18 papers in Pith

Personal Salience: Highlighting Is Social, but Individuality Lives in Selection

Two Wrongs, No Right: Auditing Social-Desirability Bias in LLM Annotators for Computational Social Science

LLMs are not (consistently) Bayesian: Quantifying internal (in)consistencies of LLMs' probabilistic beliefs

Assert, don't describe: Linguistic features that shift LLM reasoning about animal welfare

In-Context Learning for the Imputation of Public Opinion Data with Large Language Models

Receipt and verification

First computed	2026-07-05T05:56:35.535505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

973e5c5e7665fdb1d7373b4cb2e9dd6fb4c862db25353873cc42d6e8e0f1983b

Aliases

arxiv: 2303.17548 · arxiv_version: 2303.17548v1 · doi: 10.48550/arxiv.2303.17548 · pith_short_12: S47FYXTWMX63 · pith_short_16: S47FYXTWMX63DVZX · pith_short_8: S47FYXTW

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/S47FYXTWMX63DVZXHNGLF2O5N6 \
  | 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: 973e5c5e7665fdb1d7373b4cb2e9dd6fb4c862db25353873cc42d6e8e0f1983b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39f56baa3ed07bef027dc7d6c983d93607c0b385f4fc20692f9b909fb4c26a31",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-30T17:17:08Z",
    "title_canon_sha256": "18557670be6b8ab4943cf8c86c3b17e480b29a3266ae4e3232aeff87ee8cd113"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.17548",
    "kind": "arxiv",
    "version": 1
  }
}