Pith Number

pith:5X3QGFQL

pith:2024:5X3QGFQLN5NJJ3I2BK7AXXIF6V

not attested not anchored not stored refs pending

The Evolution of LLM Adoption in Industry Data Curation Practices

Carrie J. Cai, Crystal Qian, Emily Reif, Grady Simon, James Wexler, Michael Terry, Michael Xieyang Liu, Minsuk Kahng, Nada Hussein, Nathan Clement

arxiv:2412.16089 v1 · 2024-12-20 · cs.HC · 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{5X3QGFQLN5NJJ3I2BK7AXXIF6V}

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

Compass vs Railway Tracks: Unpacking User Mental Models for Communicating Long-Horizon Work to Humans vs. AI

Receipt and verification

First computed	2026-07-05T09:52:34.786095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edf703160b6f5a94ed1a0abe0bdd05f555d265a9c28e2e59cf1b6f17e36ea7e9

Aliases

arxiv: 2412.16089 · arxiv_version: 2412.16089v1 · doi: 10.48550/arxiv.2412.16089 · pith_short_12: 5X3QGFQLN5NJ · pith_short_16: 5X3QGFQLN5NJJ3I2 · pith_short_8: 5X3QGFQL

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/5X3QGFQLN5NJJ3I2BK7AXXIF6V \
  | 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: edf703160b6f5a94ed1a0abe0bdd05f555d265a9c28e2e59cf1b6f17e36ea7e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c2b38d0ebe44eb30a22c89a5124d4e45ecb1d5781186ac551c68cbbb1b83d2e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-12-20T17:34:16Z",
    "title_canon_sha256": "3eba270e93393c1c748465580fcc01e916806ab3104ccc191d3d85ba510e65ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16089",
    "kind": "arxiv",
    "version": 1
  }
}