Pith Number

pith:FVU6MPFK

pith:2023:FVU6MPFK3Q7V6OEREQXWOEMIMN

not attested not anchored not stored refs pending

Improving Task Instructions for Data Annotators: How Clear Rules and Higher Pay Increase Performance in Data Annotation in the AI Economy

Alice Liefgreen, Fabian Stephany, Johann Laux

arxiv:2312.14565 v2 · 2023-12-22 · econ.GN · cs.AI · q-fin.EC · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FVU6MPFK3Q7V6OEREQXWOEMIMN}

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

When Incentives Backfire, Data Stops Being Human

Receipt and verification

First computed	2026-07-05T08:56:03.086376Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d69e63caadc3f5f3891242f671188634f5442870ca408c6895e7fc4f35560cc

Aliases

arxiv: 2312.14565 · arxiv_version: 2312.14565v2 · doi: 10.48550/arxiv.2312.14565 · pith_short_12: FVU6MPFK3Q7V · pith_short_16: FVU6MPFK3Q7V6OER · pith_short_8: FVU6MPFK

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/FVU6MPFK3Q7V6OEREQXWOEMIMN \
  | 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: 2d69e63caadc3f5f3891242f671188634f5442870ca408c6895e7fc4f35560cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "606aacdd41c4c2c2e8cffa390ef0b20d70b6cb81d45fdcb984a3cfd80e089627",
    "cross_cats_sorted": [
      "cs.AI",
      "q-fin.EC",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.GN",
    "submitted_at": "2023-12-22T09:50:57Z",
    "title_canon_sha256": "d912492eaeaf348dc25926cd90b356c79b61c59c32589cc7fb801f5be2bd32de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14565",
    "kind": "arxiv",
    "version": 2
  }
}