Pith Number

pith:VWFDPOZO

pith:2026:VWFDPOZONQW3K6HT5GRPK2SX6U

not attested not anchored not stored refs pending

SCATE: Learning to Supervise Coding Agents for Cost-Effective Test Generation

Ali Mesbah, Noor Nashid, Sijia Gu

arxiv:2607.08983 v1 · 2026-07-09 · 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{VWFDPOZONQW3K6HT5GRPK2SX6U}

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	2026-07-13T00:17:32.008590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad8a37bb2e6c2db578f3e9a2f56a57f523394cdf9102e3bb480c6f5c14a6c3b6

Aliases

arxiv: 2607.08983 · arxiv_version: 2607.08983v1 · doi: 10.48550/arxiv.2607.08983 · pith_short_12: VWFDPOZONQW3 · pith_short_16: VWFDPOZONQW3K6HT · pith_short_8: VWFDPOZO

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/VWFDPOZONQW3K6HT5GRPK2SX6U \
  | 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: ad8a37bb2e6c2db578f3e9a2f56a57f523394cdf9102e3bb480c6f5c14a6c3b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7feada257721027a6020263b4de42f9fbd5505add5582b8bac81430f3111e449",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-09T23:13:46Z",
    "title_canon_sha256": "40712961059011e09b2f7941dce21484456e7f6e9d83fb439edbe3cb4f5339a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08983",
    "kind": "arxiv",
    "version": 1
  }
}