Pith Number

pith:YBIEJNV4

pith:2025:YBIEJNV45OF3UDO64QD3TTWHUO

not attested not anchored not stored refs pending

DSBC : Data Science task Benchmarking with Context engineering

Ali Shafique, Giulio Martini, Hamza Farooq, Jebish Purbey, Ram Mohan Rao Kadiyala, Siddhant Gupta, Suman Debnath

arxiv:2507.23336 v2 · 2025-07-31 · cs.AI · cs.CL · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YBIEJNV45OF3UDO64QD3TTWHUO}

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	2026-07-05T11:49:58.633831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c05044b6bceb8bba0ddee407b9cec7a3b8b31a0d594cd27520c421c1fb20d6f5

Aliases

arxiv: 2507.23336 · arxiv_version: 2507.23336v2 · doi: 10.48550/arxiv.2507.23336 · pith_short_12: YBIEJNV45OF3 · pith_short_16: YBIEJNV45OF3UDO6 · pith_short_8: YBIEJNV4

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/YBIEJNV45OF3UDO64QD3TTWHUO \
  | 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: c05044b6bceb8bba0ddee407b9cec7a3b8b31a0d594cd27520c421c1fb20d6f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "806510c52274cab0669292e86053a7926ccc39ade7e8aacc29ab3a9347b8f0db",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-31T08:32:37Z",
    "title_canon_sha256": "374b55f4b3349d0a0198191aa678d1503067e678169d38a3ef4a6881a0342715"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23336",
    "kind": "arxiv",
    "version": 2
  }
}