Pith Number

pith:WZS7ZM4X

pith:2024:WZS7ZM4XBGHN7SHSGVKU5WJ7L3

not attested not anchored not stored refs pending

Prescribing Decision Conservativeness in Two-Stage Power Markets: A Distributionally Robust End-to-End Approach

Anqi Liu, Qi Li, Yury Dvorkin, Zhirui Liang

arxiv:2412.10554 v1 · 2024-12-13 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WZS7ZM4XBGHN7SHSGVKU5WJ7L3}

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	2026-07-05T09:49:17.736190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b665fcb397098edfc8f235554ed93f5ed9d02dc58bf9132690c5ea4bbc742ef8

Aliases

arxiv: 2412.10554 · arxiv_version: 2412.10554v1 · doi: 10.48550/arxiv.2412.10554 · pith_short_12: WZS7ZM4XBGHN · pith_short_16: WZS7ZM4XBGHN7SHS · pith_short_8: WZS7ZM4X

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/WZS7ZM4XBGHN7SHSGVKU5WJ7L3 \
  | 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: b665fcb397098edfc8f235554ed93f5ed9d02dc58bf9132690c5ea4bbc742ef8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e5c20d440777ca8f1d6892b26e8048b830b59f520bcf52db3ac04226d9deb71",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-12-13T20:55:37Z",
    "title_canon_sha256": "2ba75a5b78518dd9e8a82a3f82ad5322c1d513f8d22452b368dc6da743a7fbcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10554",
    "kind": "arxiv",
    "version": 1
  }
}