Pith Number

pith:IITO7CI5

pith:2024:IITO7CI5OHBQJ6IJU6XEDNHOKM

not attested not anchored not stored refs pending

An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems

Alex Doboli, Hashmath Shaik

arxiv:2501.00562 v2 · 2024-12-31 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IITO7CI5OHBQJ6IJU6XEDNHOKM}

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

An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems

Receipt and verification

First computed	2026-07-05T09:56:24.586939Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4226ef891d71c304f909a7ae41b4ee53306149ac2ef645f98d31d0fa949fcebe

Aliases

arxiv: 2501.00562 · arxiv_version: 2501.00562v2 · doi: 10.48550/arxiv.2501.00562 · pith_short_12: IITO7CI5OHBQ · pith_short_16: IITO7CI5OHBQJ6IJ · pith_short_8: IITO7CI5

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/IITO7CI5OHBQJ6IJU6XEDNHOKM \
  | 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: 4226ef891d71c304f909a7ae41b4ee53306149ac2ef645f98d31d0fa949fcebe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23c4fb9de518a4266cb8abb31b12914ee3407e1750bf08376e23e131f33b72a7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-31T17:48:33Z",
    "title_canon_sha256": "49e4d626e81884a2249973c1e58f9cb5beb67b63c5a40f1adb5019c28e3c5fde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00562",
    "kind": "arxiv",
    "version": 2
  }
}