Pith Number

pith:5LGD5HNB

pith:2026:5LGD5HNBSYJ2KV6MYRYNBK7NZE

not attested not anchored not stored refs pending

Every Token Counts: Exact Likert-Scale Distributions for Measuring LLM Attitudes and Biases

Davood Wadi, Matthew Philp, Mohsen Ghodrat

arxiv:2608.10503 v1 · 2026-08-11 · 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{5LGD5HNBSYJ2KV6MYRYNBK7NZE}

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.

Receipt and verification

First computed	2026-08-12T01:22:37.360298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eacc3e9da19613a557ccc470d0abedc92ca7312f01a4e907de0c7638a30be0dc

Aliases

arxiv: 2608.10503 · arxiv_version: 2608.10503v1 · doi: 10.48550/arxiv.2608.10503 · pith_short_12: 5LGD5HNBSYJ2 · pith_short_16: 5LGD5HNBSYJ2KV6M · pith_short_8: 5LGD5HNB

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/5LGD5HNBSYJ2KV6MYRYNBK7NZE \
  | 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: eacc3e9da19613a557ccc470d0abedc92ca7312f01a4e907de0c7638a30be0dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf69a24793b1d0a4a4e3d41b50f7c1be253f7b6c9c5503d5e791f439d9a771fd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-11T05:20:06Z",
    "title_canon_sha256": "25d9e2cb978c8409c4e830cb96b4f25a816f0337aaa5ef81dd95c2b6592240f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10503",
    "kind": "arxiv",
    "version": 1
  }
}