Pith Number

pith:IYQ4NE3Z

pith:2026:IYQ4NE3ZEPKYIYAMEXIZM2TXSE

not attested not anchored not stored refs pending

Contextual Stochastic Optimization with Decision-Dependent Uncertainty via Nonparametric Learning

Huangrong Sun, Xian Yu

arxiv:2607.11714 v1 · 2026-07-13 · 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{IYQ4NE3ZEPKYIYAMEXIZM2TXSE}

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	2026-07-14T02:22:20.377968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4621c6937923d584600c25d1966a779115d1ca4bda447c97a4796e2881764c6e

Aliases

arxiv: 2607.11714 · arxiv_version: 2607.11714v1 · doi: 10.48550/arxiv.2607.11714 · pith_short_12: IYQ4NE3ZEPKY · pith_short_16: IYQ4NE3ZEPKYIYAM · pith_short_8: IYQ4NE3Z

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/IYQ4NE3ZEPKYIYAMEXIZM2TXSE \
  | 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: 4621c6937923d584600c25d1966a779115d1ca4bda447c97a4796e2881764c6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c209de9add56708b109e8f448f871932692c1ebe50f01c5515697ddbc978cf72",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2026-07-13T15:41:04Z",
    "title_canon_sha256": "73b9a1f8e7705fe369729ac00135a1ce3de1d9924b3d993f1d035d08d6219dfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.11714",
    "kind": "arxiv",
    "version": 1
  }
}