Pith Number

pith:VJMU26BZ

pith:2026:VJMU26BZXPHEZRKZEG2ALDZ4PZ

not attested not anchored not stored refs pending

SWE-Adept: An LLM-Based Agentic Framework for Deep Codebase Analysis and Structured Issue Resolution

Kang He, Kaushik Roy

arxiv:2603.01327 v2 · 2026-03-01 · cs.SE · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VJMU26BZXPHEZRKZEG2ALDZ4PZ}

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	2026-05-27T01:04:56.722285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa594d7839bbce4cc55921b4058f3c7e44070f15844c053e67b7ec33018f3498

Aliases

arxiv: 2603.01327 · arxiv_version: 2603.01327v2 · doi: 10.48550/arxiv.2603.01327 · pith_short_12: VJMU26BZXPHE · pith_short_16: VJMU26BZXPHEZRKZ · pith_short_8: VJMU26BZ

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/VJMU26BZXPHEZRKZEG2ALDZ4PZ \
  | 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: aa594d7839bbce4cc55921b4058f3c7e44070f15844c053e67b7ec33018f3498

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffa11fa5a284d66bf0eeab42ce925d3ec351c7a76a29f61f6b6af577c56b4613",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-03-01T23:52:30Z",
    "title_canon_sha256": "cd40ab17953bee472ab8ae1c6c2cc08f4a94c7df8bda6d65815f432786cb6b81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.01327",
    "kind": "arxiv",
    "version": 2
  }
}