Pith Number

pith:3WR4VGF6

pith:2024:3WR4VGF62EPOGKYKUUTIOMGFV5

not attested not anchored not stored refs pending

Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization

Daniel Zhuoyu Long, Jin Qi, Viet Anh Nguyen, Yue Lin

arxiv:2412.17257 v1 · 2024-12-23 · 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{3WR4VGF62EPOGKYKUUTIOMGFV5}

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	2026-07-05T09:53:19.610382Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dda3ca98bed11ee32b0aa5268730c5af5872f38cc341c129fd1fc439a50395cb

Aliases

arxiv: 2412.17257 · arxiv_version: 2412.17257v1 · doi: 10.48550/arxiv.2412.17257 · pith_short_12: 3WR4VGF62EPO · pith_short_16: 3WR4VGF62EPOGKYK · pith_short_8: 3WR4VGF6

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/3WR4VGF62EPOGKYKUUTIOMGFV5 \
  | 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: dda3ca98bed11ee32b0aa5268730c5af5872f38cc341c129fd1fc439a50395cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c45cca423dd7ff40f4c2ea0f46b98a111ab7ca1c7ed1e73f0a4a547cc2531488",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-12-23T04:01:19Z",
    "title_canon_sha256": "1a1cb423d47428cc094b1b6a78396f72d1a9ae43c54593fadb9bfce7d1ac93de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17257",
    "kind": "arxiv",
    "version": 1
  }
}