Pith Number

pith:VTT4VE43

pith:2025:VTT4VE43JN3OZIBMHE72KHEA2P

not attested not anchored not stored refs pending

An LLM's Attempts to Adapt to Diverse Software Engineers' Problem-Solving Styles: More Inclusive & Equitable?

Andrew Anderson, David Piorkowski, Justin Weisz, Margaret Burnett

arxiv:2503.11018 v1 · 2025-03-14 · 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{VTT4VE43JN3OZIBMHE72KHEA2P}

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

2 papers in Pith

No Two Developers Think Alike: How Problem-Solving Styles and Experience Shape Needs in Conversational Interaction with Copilot

Thinking Less, Trusting More: GenAI's Impacts on Students' Cognitive Habits

Receipt and verification

First computed	2026-07-05T10:31:10.286516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ace7ca939b4b76eca02c393fa51c80d3cb461965eb8ba970ec619d79acf79108

Aliases

arxiv: 2503.11018 · arxiv_version: 2503.11018v1 · doi: 10.48550/arxiv.2503.11018 · pith_short_12: VTT4VE43JN3O · pith_short_16: VTT4VE43JN3OZIBM · pith_short_8: VTT4VE43

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/VTT4VE43JN3OZIBMHE72KHEA2P \
  | 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: ace7ca939b4b76eca02c393fa51c80d3cb461965eb8ba970ec619d79acf79108

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7cf755c8ed6158a08743aebfb93069faabaee119cacc2a1543f5177c879fc5c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-03-14T02:29:44Z",
    "title_canon_sha256": "9bdbb42c933546cdd56fa6086da5660af51586b3a17f79324e33a6116857d3bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11018",
    "kind": "arxiv",
    "version": 1
  }
}