Pith Number

pith:2322I67C

pith:2025:2322I67CCUQKNFES42US2PFFMW

not attested not anchored not stored refs pending

Hear Your Code Fail, Voice-Assisted Debugging for Python

Md. Mainul Islam, Mohammad Shakhawat Hossen, Mohammad Shawkat Ali Mamun, Naznin Akter, Sayed Mahbub Hasan Amiri, Sayed Majhab Hasan Amiri, Sk. Humaun Kabir

arxiv:2507.15007 v2 · 2025-07-20 · cs.PL · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2322I67CCUQKNFES42US2PFFMW}

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

Agentic Software Engineering: Foundational Pillars and a Research Roadmap

Receipt and verification

First computed	2026-07-05T11:41:26.994917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6f5a47be21520a69492e6a92d3ca56591000d3b43670d0b26e95489ffd56970

Aliases

arxiv: 2507.15007 · arxiv_version: 2507.15007v2 · doi: 10.48550/arxiv.2507.15007 · pith_short_12: 2322I67CCUQK · pith_short_16: 2322I67CCUQKNFES · pith_short_8: 2322I67C

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/2322I67CCUQKNFES42US2PFFMW \
  | 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: d6f5a47be21520a69492e6a92d3ca56591000d3b43670d0b26e95489ffd56970

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34e7c2efc26292525bb02425e130fcf3cae39d9d8d6a27f2315d09e677f03799",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.PL",
    "submitted_at": "2025-07-20T15:24:35Z",
    "title_canon_sha256": "cbc3b7ca1537626d48b0a1676e1372d7a99e785c179a480703505815d9ae6b5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15007",
    "kind": "arxiv",
    "version": 2
  }
}