Pith Number

pith:NSN27FFQ

pith:2023:NSN27FFQWRB7EVIVEHMWDES2OS

not attested not anchored not stored refs pending

Validating AI-Generated Code with Live Programming

Kasra Ferdowsi, Michael B. James, Nadia Polikarpova, Ruanqianqian Huang, Sorin Lerner

arxiv:2306.09541 v3 · 2023-06-15 · cs.HC · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NSN27FFQWRB7EVIVEHMWDES2OS}

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

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks

Receipt and verification

First computed	2026-07-05T07:48:30.078026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c9baf94b0b443f2551521d961925a7485f530cb2479687620da823c503c7fc2

Aliases

arxiv: 2306.09541 · arxiv_version: 2306.09541v3 · doi: 10.48550/arxiv.2306.09541 · pith_short_12: NSN27FFQWRB7 · pith_short_16: NSN27FFQWRB7EVIV · pith_short_8: NSN27FFQ

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/NSN27FFQWRB7EVIVEHMWDES2OS \
  | 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: 6c9baf94b0b443f2551521d961925a7485f530cb2479687620da823c503c7fc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "566de24047b579d806202fbf9ed328b39f05b45afdd63482b1a8380205305ce4",
    "cross_cats_sorted": [
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-06-15T23:04:49Z",
    "title_canon_sha256": "f317f861e73ee03d8d68f6c34d8953f3ae4930fa1c28243781caefb9e671d515"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09541",
    "kind": "arxiv",
    "version": 3
  }
}