Pith Number

pith:2YRNBTOQ

pith:2024:2YRNBTOQWUX6HMMODQGKLOFXHA

not attested not anchored not stored refs pending

Hints Help Finding and Fixing Bugs Differently in Python and Text-based Program Representations

Adish Singla, Mariya Toneva, Ruchit Rawal, Sven Apel, Victor-Alexandru P\u{a}durean

arxiv:2412.12471 v1 · 2024-12-17 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2YRNBTOQWUX6HMMODQGKLOFXHA}

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

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications

Receipt and verification

First computed	2026-07-05T09:50:15.404994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d622d0cdd0b52fe3b18e1c0ca5b8b73839743feaedbd03d345458dafbdd54188

Aliases

arxiv: 2412.12471 · arxiv_version: 2412.12471v1 · doi: 10.48550/arxiv.2412.12471 · pith_short_12: 2YRNBTOQWUX6 · pith_short_16: 2YRNBTOQWUX6HMMO · pith_short_8: 2YRNBTOQ

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/2YRNBTOQWUX6HMMODQGKLOFXHA \
  | 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: d622d0cdd0b52fe3b18e1c0ca5b8b73839743feaedbd03d345458dafbdd54188

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26347c2bb61b2ca970ccd6efcb3e446a123127871ae6ddf2658b016cebdcc516",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-17T02:11:53Z",
    "title_canon_sha256": "c363b3e69173120f5a05b4d38b64d0613331fddaf89e8fb96cfb31858dc7b24a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12471",
    "kind": "arxiv",
    "version": 1
  }
}