Pith Number

pith:S5KIVFJW

pith:2026:S5KIVFJWBZZKGVOJ5GNRIO7HEE

not attested not anchored not stored refs pending

Playing with Words, Improving with Rewards: Training Language Models for Creative Association

Anna Rumshisky, Claire Stevenson, Hadrien Glaude, Mikhail Gronas, Namrata Shivagunde, Roger Beaty, Sherin Muckatira, Vijeta Deshpande

arxiv:2605.27832 v1 · 2026-05-27 · 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{S5KIVFJWBZZKGVOJ5GNRIO7HEE}

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	2026-05-28T01:04:49.910797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97548a95360e72a355c9e99b143be7213958aa481f2342e10efcb0573e63f8df

Aliases

arxiv: 2605.27832 · arxiv_version: 2605.27832v1 · doi: 10.48550/arxiv.2605.27832 · pith_short_12: S5KIVFJWBZZK · pith_short_16: S5KIVFJWBZZKGVOJ · pith_short_8: S5KIVFJW

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/S5KIVFJWBZZKGVOJ5GNRIO7HEE \
  | 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: 97548a95360e72a355c9e99b143be7213958aa481f2342e10efcb0573e63f8df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e35d557ae4ac4ad7952c0dd028388ad5c2027b508021824771c5d347dc787702",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-27T01:41:22Z",
    "title_canon_sha256": "c7aa9f1d5e1a31021fc0896b8fcaf699d1c48afcdd9219d60da54548d7a54156"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27832",
    "kind": "arxiv",
    "version": 1
  }
}