Pith. sign in
Pith Number

pith:H3P32UXC

pith:2025:H3P32UXCSFIA2MQCDNJ4LU3VTE
not attested not anchored not stored refs pending

When Incentives Backfire, Data Stops Being Human

Kelsey Allen, Manoel Horta Ribeiro, Prasanta Bhattacharya, Sebastin Santy, Sewoong Oh

arxiv:2502.07732 v2 · 2025-02-11 · cs.CY · cs.AI · cs.CL · cs.CV · cs.HC · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{H3P32UXCSFIA2MQCDNJ4LU3VTE}

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

Receipt and verification
First computed 2026-07-05T11:17:41.130243Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3edfbd52e291500d32021b53c5d37599009ee4ae986e07f61c1504820376595d

Aliases

arxiv: 2502.07732 · arxiv_version: 2502.07732v2 · doi: 10.48550/arxiv.2502.07732 · pith_short_12: H3P32UXCSFIA · pith_short_16: H3P32UXCSFIA2MQC · pith_short_8: H3P32UXC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/H3P32UXCSFIA2MQCDNJ4LU3VTE \
  | 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: 3edfbd52e291500d32021b53c5d37599009ee4ae986e07f61c1504820376595d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8537d7fc09734c9b38b6eef8221cb33bdb45d5ed428338607d94c605e72b1c1a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-02-11T17:51:52Z",
    "title_canon_sha256": "4547ba8625509d482a6aa34afdcb0295d08f956b4922af60255e181a766aee6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07732",
    "kind": "arxiv",
    "version": 2
  }
}