Pith Number

pith:KDCCHNJ3

pith:2026:KDCCHNJ36DM6CLVTX7WUGR2GER

not attested not anchored not stored refs pending

Uncertainty Quantification in Data-Driven Inverse Optimization via Bayesian Inference

Nasrin Yousefi, Nathan Sandholtz, Timothy C.Y. Chan

arxiv:2605.25288 v1 · 2026-05-24 · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KDCCHNJ36DM6CLVTX7WUGR2GER}

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	2026-05-26T02:04:27.431977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50c423b53bf0d9e12eb3bfed4347462461920c85390cb46852d34b4624cc31bf

Aliases

arxiv: 2605.25288 · arxiv_version: 2605.25288v1 · doi: 10.48550/arxiv.2605.25288 · pith_short_12: KDCCHNJ36DM6 · pith_short_16: KDCCHNJ36DM6CLVT · pith_short_8: KDCCHNJ3

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/KDCCHNJ36DM6CLVTX7WUGR2GER \
  | 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: 50c423b53bf0d9e12eb3bfed4347462461920c85390cb46852d34b4624cc31bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95d0bb8975a75001184f4e2cb00f736c706427b231ecae479d3ef0719c1ecc5f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2026-05-24T23:08:05Z",
    "title_canon_sha256": "8a50532b9ab354869ac3769c1cbbba94e85d27186f20c1d385ca48a98f87313a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25288",
    "kind": "arxiv",
    "version": 1
  }
}