Pith Number

pith:L7ASQBB6

pith:2026:L7ASQBB6E3LHIM53G3XETD3D3S

not attested not anchored not stored refs pending

Recipes for Creativity: Iterative Generation and Evaluation in Large Language Models

Amirhossein Zohrehvand, Rens Anderson, Tessa Verhoef

arxiv:2608.07243 v1 · 2026-08-07 · cs.AI · cs.CL · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L7ASQBB6E3LHIM53G3XETD3D3S}

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	2026-08-10T01:14:44.319842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fc128043e26d67433bb36ee498f63dca99e6238afb3897c6f567ae39ad3a511

Aliases

arxiv: 2608.07243 · arxiv_version: 2608.07243v1 · doi: 10.48550/arxiv.2608.07243 · pith_short_12: L7ASQBB6E3LH · pith_short_16: L7ASQBB6E3LHIM53 · pith_short_8: L7ASQBB6

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/L7ASQBB6E3LHIM53G3XETD3D3S \
  | 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: 5fc128043e26d67433bb36ee498f63dca99e6238afb3897c6f567ae39ad3a511

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8bf43954fbc7636d3219f9c73108bc596f70b1eba0ad1be78ccacc0cb1ff777",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-07T14:02:36Z",
    "title_canon_sha256": "27b5a56691d65033a10a0bd99b1123012703f28914405128a16cdac320bfdc33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07243",
    "kind": "arxiv",
    "version": 1
  }
}