Pith Number

pith:GVTKXOC7

pith:2023:GVTKXOC72HVWB4P7MOYNU6Z65D

not attested not anchored not stored refs pending

"It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers

Andrew Luxton-Reilly, Brent N. Reeves, Brett A. Becker, Eddie Antonio Santos, Garrett Powell, James Finnie-Ansley, James Prather, Juho Leinonen, Paul Denny

arxiv:2304.02491 v1 · 2023-04-05 · cs.HC · 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{GVTKXOC72HVWB4P7MOYNU6Z65D}

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

"Should I Give Up Now?" Investigating LLM Pitfalls in Software Engineering

Receipt and verification

First computed	2026-07-05T07:10:23.508472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3566abb85fd1eb60f1ff63b0da7b3ee8eab406c5863a1d7706d61f3c8c7e65df

Aliases

arxiv: 2304.02491 · arxiv_version: 2304.02491v1 · doi: 10.48550/arxiv.2304.02491 · pith_short_12: GVTKXOC72HVW · pith_short_16: GVTKXOC72HVWB4P7 · pith_short_8: GVTKXOC7

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/GVTKXOC72HVWB4P7MOYNU6Z65D \
  | 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: 3566abb85fd1eb60f1ff63b0da7b3ee8eab406c5863a1d7706d61f3c8c7e65df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76140aac29485c4a24d310ef62021b41783c117700c5c1635268110ea3a27626",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-04-05T15:07:50Z",
    "title_canon_sha256": "2fc6fa95389a4a66c61db2a97bc7985f9b849623777a3fa59bcc161a40446835"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02491",
    "kind": "arxiv",
    "version": 1
  }
}