Pith Number

pith:WBUZ4HOF

pith:2023:WBUZ4HOFZTQJAFVK7IBW3ZIBEU

not attested not anchored not stored refs pending

Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model

Jibang Wu, Siyu Chen, Yifan Wu, Zhuoran Yang

arxiv:2303.08613 v2 · 2023-03-15 · cs.LG · cs.AI · cs.GT · econ.TH · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WBUZ4HOFZTQJAFVK7IBW3ZIBEU}

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

Incentivizing Information Acquisition

Receipt and verification

First computed	2026-07-05T06:37:56.226853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0699e1dc5cce09016aafa036de5012536cae1a489f08d86ba15437f48cac070

Aliases

arxiv: 2303.08613 · arxiv_version: 2303.08613v2 · doi: 10.48550/arxiv.2303.08613 · pith_short_12: WBUZ4HOFZTQJ · pith_short_16: WBUZ4HOFZTQJAFVK · pith_short_8: WBUZ4HOF

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/WBUZ4HOFZTQJAFVK7IBW3ZIBEU \
  | 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: b0699e1dc5cce09016aafa036de5012536cae1a489f08d86ba15437f48cac070

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dae52dc7c5647b70ba0610449de68c9b0aeceb2b54705a9bcbdf4fe86a0cbe5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "econ.TH",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-15T13:40:16Z",
    "title_canon_sha256": "3a04eb0fcebf2ca26d47b36a55e2ffedbdc91b9fff788d375e1d68b4a14936ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.08613",
    "kind": "arxiv",
    "version": 2
  }
}