Pith Number

pith:PUPJYTWH

pith:2024:PUPJYTWHNK4YH2XR4CRTMRVH3C

not attested not anchored not stored refs pending

SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Alex L. Zhang, Carlos E. Jimenez, Diyi Yang, Gabriel Synnaeve, John Yang, Joyce Yang, Karthik R. Narasimhan, Kilian Lieret, Niklas Muennighoff, Ofir Press, Ori Press, Sida I. Wang, Xindi Wu

arxiv:2410.03859 v1 · 2024-10-04 · cs.CL · cs.AI · 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{PUPJYTWHNK4YH2XR4CRTMRVH3C}

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

29 papers in Pith

Unlocking Model Potentials Through Adaptive Multi-Agent Scaffolding for Efficient Issue Resolution

StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering

Dissecting model behavior through agent trajectories

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

Receipt and verification

First computed	2026-07-05T09:16:25.655929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d1e9c4ec76ab983eaf1e0a33646a7d89d2b7a62aa4da2c1d77daa6c8dcc3784

Aliases

arxiv: 2410.03859 · arxiv_version: 2410.03859v1 · doi: 10.48550/arxiv.2410.03859 · pith_short_12: PUPJYTWHNK4Y · pith_short_16: PUPJYTWHNK4YH2XR · pith_short_8: PUPJYTWH

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/PUPJYTWHNK4YH2XR4CRTMRVH3C \
  | 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: 7d1e9c4ec76ab983eaf1e0a33646a7d89d2b7a62aa4da2c1d77daa6c8dcc3784

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "617e889cee4a78d4fe27f50ef296a1a21fd29707e0340c191e2692c3bcc25081",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-04T18:48:58Z",
    "title_canon_sha256": "c3a1f05bc7fa97f4192e215ba6e61eb07efba5e9b829ffb58cd70572a62fffde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03859",
    "kind": "arxiv",
    "version": 1
  }
}