Pith Number

pith:IWNHDJFW

pith:2022:IWNHDJFW2ANUPAE6KB2SRNHRKP

not attested not anchored not stored refs pending

Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book

Andrew Tran, Arto Hellas, Joanne Kim, Juho Leinonen, Paul Denny, Sami Sarsa, Seth Bernstein, Stephen MacNeil

arxiv:2211.02265 v1 · 2022-11-04 · cs.SE · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IWNHDJFW2ANUPAE6KB2SRNHRKP}

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	2026-07-05T05:13:13.469703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

459a71a4b6d01b47809e507528b4f153fea3d4be21414e659c09c9c6fdb5d68d

Aliases

arxiv: 2211.02265 · arxiv_version: 2211.02265v1 · doi: 10.48550/arxiv.2211.02265 · pith_short_12: IWNHDJFW2ANU · pith_short_16: IWNHDJFW2ANUPAE6 · pith_short_8: IWNHDJFW

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/IWNHDJFW2ANUPAE6KB2SRNHRKP \
  | 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: 459a71a4b6d01b47809e507528b4f153fea3d4be21414e659c09c9c6fdb5d68d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38147e93de95764c9a9f35826dd1f8fc8c1dbf41cccc1c9702a63eae340c8fb7",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-11-04T05:25:54Z",
    "title_canon_sha256": "c50235ca6043bfca001777dc9823198711abd69719bc374e42865c2f10af2770"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.02265",
    "kind": "arxiv",
    "version": 1
  }
}