Pith Number

pith:3YL6O3M7

pith:2025:3YL6O3M73LJEE5UBTW26N7UNQU

not attested not anchored not stored refs pending

Measurement as Bricolage: Examining How Data Scientists Construct Target Variables for Predictive Modeling Tasks

Devansh Saxena, Kenneth Holstein, Luke Guerdan, Stevie Chancellor, Zhiwei Steven Wu

arxiv:2507.02819 v3 · 2025-07-03 · cs.HC · cs.CY · 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{3YL6O3M73LJEE5UBTW26N7UNQU}

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

1 paper in Pith

To Build or Not to Build? Factors that Lead to Non-Development or Abandonment of AI Systems

Receipt and verification

First computed	2026-07-05T11:56:05.330800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de17e76d9fdad24276819db5e6fe8d851be7a19abcf61a529b17425d957a4fd8

Aliases

arxiv: 2507.02819 · arxiv_version: 2507.02819v3 · doi: 10.48550/arxiv.2507.02819 · pith_short_12: 3YL6O3M73LJE · pith_short_16: 3YL6O3M73LJEE5UB · pith_short_8: 3YL6O3M7

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/3YL6O3M73LJEE5UBTW26N7UNQU \
  | 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: de17e76d9fdad24276819db5e6fe8d851be7a19abcf61a529b17425d957a4fd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ad0db08b0721c416ddfa32b2fa6b2cb6165b83d3639d8b8592216243786e0b5",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-07-03T17:33:24Z",
    "title_canon_sha256": "ed56eb84ba371e77c2f495e7839e4f953da66c4dd9fe56d09abc413e8842c639"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02819",
    "kind": "arxiv",
    "version": 3
  }
}