Pith Number

pith:CZPVNULI

pith:2025:CZPVNULIFB5DYQYU2APQBB4EIY

not attested not anchored not stored refs pending

SWE-IF: Aligning Code Evaluation with Human Preference

Benoit Schillings, Dan Garrette, Jeremiah Liu, Jiao Sun, Jiawei Han, Ming Zhong, Nan Xu, Qingze Wang, Shyam Upadhyay, Ting-Yun Chang, Xiance Si, Xiang Zhou

arxiv:2510.07315 v2 · 2025-10-08 · cs.CL · cs.AI · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CZPVNULIFB5DYQYU2APQBB4EIY}

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

2 papers in Pith

Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?

Receipt and verification

First computed	2026-06-08T01:03:49.478507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

165f56d168287a3c4314d01f00878446149f847eaf40fd9cf2a3f61b68f50240

Aliases

arxiv: 2510.07315 · arxiv_version: 2510.07315v2 · doi: 10.48550/arxiv.2510.07315 · pith_short_12: CZPVNULIFB5D · pith_short_16: CZPVNULIFB5DYQYU · pith_short_8: CZPVNULI

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/CZPVNULIFB5DYQYU2APQBB4EIY \
  | 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: 165f56d168287a3c4314d01f00878446149f847eaf40fd9cf2a3f61b68f50240

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61b61f7e85210903e80be60aea45bc5e1bd5de05b2385c53959291f91fe15c2f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-08T17:59:19Z",
    "title_canon_sha256": "e86ef6a82061807db60246f7e94f208a25f38cbb7ab27ef3aef35bd7b74cdedb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.07315",
    "kind": "arxiv",
    "version": 2
  }
}