Pith Number

pith:K7PBZEV2

pith:2026:K7PBZEV2O7KLPQYDGBO7BP3PNS

not attested not anchored not stored refs pending

How Developers Experience Debugging Unfamiliar Codebases with Code Tours Generated and Evaluated by Local LLMs

Albert Julien, Aliti Dzenatan, Balfroid Martin, Devroey Xavier, Vanderose Beno\^it

arxiv:2607.26987 v1 · 2026-07-29 · 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{K7PBZEV2O7KLPQYDGBO7BP3PNS}

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.

Receipt and verification

First computed	2026-07-30T01:23:15.608755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

57de1c92ba77d4b7c303305df0bf6f6cbdb124ed00bec7e0407b819d1cd92441

Aliases

arxiv: 2607.26987 · arxiv_version: 2607.26987v1 · doi: 10.48550/arxiv.2607.26987 · pith_short_12: K7PBZEV2O7KL · pith_short_16: K7PBZEV2O7KLPQYD · pith_short_8: K7PBZEV2

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/K7PBZEV2O7KLPQYDGBO7BP3PNS \
  | 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: 57de1c92ba77d4b7c303305df0bf6f6cbdb124ed00bec7e0407b819d1cd92441

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ab16af31e463654caaafc1799a59e8dbc9f8c2f036d92f790d513fafedce82c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-29T14:45:05Z",
    "title_canon_sha256": "1f938f61587118b775ff3b5e6017872bee2119474b187c0137ac2b0f06c43fb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.26987",
    "kind": "arxiv",
    "version": 1
  }
}