Pith Number

pith:UL4PAO5N

pith:2024:UL4PAO5N2SPMVMGPIB4YZHWCBN

not attested not anchored not stored refs pending

Understanding and Evaluating Trust in Generative AI and Large Language Models for Spreadsheets

Simon Thorne

arxiv:2412.14062 v1 · 2024-12-18 · cs.HC · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UL4PAO5N2SPMVMGPIB4YZHWCBN}

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	2026-07-05T10:02:08.768813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2f8f03badd49ecab0cf40798c9ec20b605c5738ff1fb9e77c17bc6e5a9e2d84

Aliases

arxiv: 2412.14062 · arxiv_version: 2412.14062v1 · doi: 10.48550/arxiv.2412.14062 · pith_short_12: UL4PAO5N2SPM · pith_short_16: UL4PAO5N2SPMVMGP · pith_short_8: UL4PAO5N

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/UL4PAO5N2SPMVMGPIB4YZHWCBN \
  | 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: a2f8f03badd49ecab0cf40798c9ec20b605c5738ff1fb9e77c17bc6e5a9e2d84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21878c0a7f03314792256354a5206e8db3abf72bf7bfcd906577ca487912142a",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-12-18T17:08:18Z",
    "title_canon_sha256": "099d54704874f39e4a85698752d6bf16dc199e6c0931af449c21a48290dcbbce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14062",
    "kind": "arxiv",
    "version": 1
  }
}