Pith Number

pith:LZT7YFMS

pith:2025:LZT7YFMSQLBOXT42SU5OGT6OST

not attested not anchored not stored refs pending

Regret in Treatment Choice when Welfare varies with an Uncertain Event: The Prediction-Threshold Problem

Charles F. Manski, Jeff Dominitz

arxiv:2512.19824 v3 · 2025-12-22 · econ.EM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LZT7YFMSQLBOXT42SU5OGT6OST}

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.

Receipt and verification

First computed	2026-06-03T01:05:08.595886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e67fc159282c2ebcf9a953ae34fce94f5e168297fe970b1f672a47fc8319aa5

Aliases

arxiv: 2512.19824 · arxiv_version: 2512.19824v3 · doi: 10.48550/arxiv.2512.19824 · pith_short_12: LZT7YFMSQLBO · pith_short_16: LZT7YFMSQLBOXT42 · pith_short_8: LZT7YFMS

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/LZT7YFMSQLBOXT42SU5OGT6OST \
  | 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: 5e67fc159282c2ebcf9a953ae34fce94f5e168297fe970b1f672a47fc8319aa5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e61ec558eee196b2ea5e83bc248707a30e5d445789263ae2d5f20993aa195a8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2025-12-22T19:30:53Z",
    "title_canon_sha256": "f48c1d8115eb9c9c2db37130e16d2e5dc29b8c9b8ad18056d15c0795673a6052"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.19824",
    "kind": "arxiv",
    "version": 3
  }
}