Pith Number

pith:I36L5KLP

pith:2026:I36L5KLPL2GKVFSPSKOWUFJ34P

not attested not anchored not stored refs pending

Structured Feedback Improves Repair in an LLM Agent Loop

Ankit Goyal, Jaideep Ray

arxiv:2607.14167 v1 · 2026-07-15 · 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{I36L5KLPL2GKVFSPSKOWUFJ34P}

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	2026-07-17T00:20:54.915597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46fcbea96f5e8caa964f929d6a153be3dfad0e4b396368ec9a588fafc2304c32

Aliases

arxiv: 2607.14167 · arxiv_version: 2607.14167v1 · doi: 10.48550/arxiv.2607.14167 · pith_short_12: I36L5KLPL2GK · pith_short_16: I36L5KLPL2GKVFSP · pith_short_8: I36L5KLP

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/I36L5KLPL2GKVFSPSKOWUFJ34P \
  | 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: 46fcbea96f5e8caa964f929d6a153be3dfad0e4b396368ec9a588fafc2304c32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d4c854f9e0af86104b2961fb458cc707f37ac4a8144e452a774346c16c7bd2d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-15T06:14:45Z",
    "title_canon_sha256": "d4a470fecce90aa0d12fa740fbf3febf9b99d18ece92b6a5469e49f0980ae234"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14167",
    "kind": "arxiv",
    "version": 1
  }
}