Pith Number

pith:WP73QVZM

pith:2026:WP73QVZM37MCRTQ5Y7DXQ6NY4H

not attested not anchored not stored refs pending

Unlocking LLM Code Correction with Iterative Feedback Loops

Le Zhang, Suresh Kothari

arxiv:2606.17514 v1 · 2026-06-16 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WP73QVZM37MCRTQ5Y7DXQ6NY4H}

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	2026-06-19T16:10:14.879361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3ffb8572cdfd828ce1dc7c77879b8e1ded72e7461004dcf7fa8bb7abab11710

Aliases

arxiv: 2606.17514 · arxiv_version: 2606.17514v1 · doi: 10.48550/arxiv.2606.17514 · pith_short_12: WP73QVZM37MC · pith_short_16: WP73QVZM37MCRTQ5 · pith_short_8: WP73QVZM

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/WP73QVZM37MCRTQ5Y7DXQ6NY4H \
  | 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: b3ffb8572cdfd828ce1dc7c77879b8e1ded72e7461004dcf7fa8bb7abab11710

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6164e5a5357019d92297b3456f75391fc27f0185b366135670dddfd7d98df20c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-16T04:47:42Z",
    "title_canon_sha256": "13d9378d0377e1f60c67770b0aed2758d7a271cd0e904d5ced6be152bae61ea5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.17514",
    "kind": "arxiv",
    "version": 1
  }
}