Pith Number

pith:Y7FZN5ES

pith:2022:Y7FZN5ES34GL7QV7KOXNZJZ26N

not attested not anchored not stored refs pending

Training language models to summarize narratives improves brain alignment

Khai Loong Aw, Mariya Toneva

arxiv:2212.10898 v2 · 2022-12-21 · cs.CL · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y7FZN5ES34GL7QV7KOXNZJZ26N}

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

1 paper in Pith

Inducing Human-like Biases in Moral Reasoning Language Models

Receipt and verification

First computed	2026-07-05T05:46:53.017560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7cb96f492df0cbfc2bf53aedca73af34d45194ba42e257bd16a583e86d5e39d

Aliases

arxiv: 2212.10898 · arxiv_version: 2212.10898v2 · doi: 10.48550/arxiv.2212.10898 · pith_short_12: Y7FZN5ES34GL · pith_short_16: Y7FZN5ES34GL7QV7 · pith_short_8: Y7FZN5ES

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/Y7FZN5ES34GL7QV7KOXNZJZ26N \
  | 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: c7cb96f492df0cbfc2bf53aedca73af34d45194ba42e257bd16a583e86d5e39d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2997219410b64dd5f19b136f279371aa7a919c2f6b25eb8e5b34cf88e129ced7",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-21T10:15:19Z",
    "title_canon_sha256": "5aae53ff449bfe7024a0e43f6410f3c1eb2ce825ed52ec7c56091836898cfb41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10898",
    "kind": "arxiv",
    "version": 2
  }
}