Pith Number

pith:C2XV2VPJ

pith:2025:C2XV2VPJWNE6BLCBPCMEVUIQ55

not attested not anchored not stored refs pending

Evaluating the Use of LLMs for Documentation to Code Traceability

Ebube Alor, Emad Shihab, SayedHassan Khatoonabadi

arxiv:2506.16440 v1 · 2025-06-19 · cs.SE · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C2XV2VPJWNE6BLCBPCMEVUIQ55}

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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

Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment

R2Code: A Self-Reflective LLM Framework for Requirements-to-Code Traceability

Receipt and verification

First computed	2026-07-05T11:49:55.852487Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16af5d55e9b349e0ac4178984ad110ef44511a9b6b48b48251a19d3d21473406

Aliases

arxiv: 2506.16440 · arxiv_version: 2506.16440v1 · doi: 10.48550/arxiv.2506.16440 · pith_short_12: C2XV2VPJWNE6 · pith_short_16: C2XV2VPJWNE6BLCB · pith_short_8: C2XV2VPJ

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/C2XV2VPJWNE6BLCBPCMEVUIQ55 \
  | 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: 16af5d55e9b349e0ac4178984ad110ef44511a9b6b48b48251a19d3d21473406

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b55a0ad74c111305edf9143bc6b6708f19f7f7e8e95d83ef8cf116ed21d72b6c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-19T16:18:53Z",
    "title_canon_sha256": "badb8fa95df3cd795969c85ecebf5305530fd35140b3f29de1d1ba56d5c5bf6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16440",
    "kind": "arxiv",
    "version": 1
  }
}