Pith Number

pith:UZQSDOMJ

pith:2024:UZQSDOMJDQIBLRFVNXDNZO2X7J

not attested not anchored not stored refs pending

RGD: Multi-LLM Based Agent Debugger via Refinement and Generation Guidance

Haolin Jin, Huaming Chen, Zechao Sun

arxiv:2410.01242 v2 · 2024-10-02 · cs.SE · cs.AI · 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{UZQSDOMJDQIBLRFVNXDNZO2X7J}

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

Assistance to Autonomy: A Systematic Literature Review of Agentic AI across the Software Development Life Cycle

Receipt and verification

First computed	2026-07-05T09:15:15.196252Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a66121b9891c1015c4b56dc6dcbb57fa57b96861bb73c00e8139b78b743923a4

Aliases

arxiv: 2410.01242 · arxiv_version: 2410.01242v2 · doi: 10.48550/arxiv.2410.01242 · pith_short_12: UZQSDOMJDQIB · pith_short_16: UZQSDOMJDQIBLRFV · pith_short_8: UZQSDOMJ

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/UZQSDOMJDQIBLRFVNXDNZO2X7J \
  | 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: a66121b9891c1015c4b56dc6dcbb57fa57b96861bb73c00e8139b78b743923a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3231a053cdee59fa8787ab0f347e1c69320d18ee0f2ac5f163a6e93df06a5eb3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-02T05:07:02Z",
    "title_canon_sha256": "675793809e95e5add39c1237783e60c0a55a6da254ce6e00fe7f5a549888c1f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01242",
    "kind": "arxiv",
    "version": 2
  }
}