Pith. sign in
Pith Number

pith:HT4E3YGN

pith:2025:HT4E3YGN2RNFR6FGZ47RQLYAJ5
not attested not anchored not stored refs pending

Is Multi-Agent Debate (MAD) the Silver Bullet? An Empirical Analysis of MAD in Code Summarization and Translation

Iftekhar Ahmed, Jiawei Li, Jina Chun, Qihong Chen

arxiv:2503.12029 v1 · 2025-03-15 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HT4E3YGN2RNFR6FGZ47RQLYAJ5}

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

3 papers in Pith

Receipt and verification
First computed 2026-07-05T10:32:03.839955Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3cf84de0cdd45a58f8a6cf3f182f004f6b80d269be8c89005456293564607fa2

Aliases

arxiv: 2503.12029 · arxiv_version: 2503.12029v1 · doi: 10.48550/arxiv.2503.12029 · pith_short_12: HT4E3YGN2RNF · pith_short_16: HT4E3YGN2RNFR6FG · pith_short_8: HT4E3YGN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HT4E3YGN2RNFR6FGZ47RQLYAJ5 \
  | 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: 3cf84de0cdd45a58f8a6cf3f182f004f6b80d269be8c89005456293564607fa2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "96e84e6dd999e9b8898ca7c4b5c93e1cff158281efb58fd9ef063e394faa5b72",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-15T07:30:37Z",
    "title_canon_sha256": "772da0d0498a4d923ac587fc7555de4931c119f84f20d41b4a7fc77390e6060b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12029",
    "kind": "arxiv",
    "version": 1
  }
}