Pith Number

pith:3KABIUPZ

pith:2026:3KABIUPZVYDSEDT6M2YSZL3BHI

not attested not anchored not stored refs pending

Decision-Focused Scenario Generation and Selection for Efficient and Robust Grid Dispatch

Thomas Morstyn, Yangze Zhou, Yihong Zhou, Yi Wang

arxiv:2607.05830 v1 · 2026-07-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3KABIUPZVYDSEDT6M2YSZL3BHI}

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	2026-07-08T01:18:47.294492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da801451f9ae07220e7e66b12caf613a2771f6d687f9f3d331539aac49b3042f

Aliases

arxiv: 2607.05830 · arxiv_version: 2607.05830v1 · doi: 10.48550/arxiv.2607.05830 · pith_short_12: 3KABIUPZVYDS · pith_short_16: 3KABIUPZVYDSEDT6 · pith_short_8: 3KABIUPZ

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/3KABIUPZVYDSEDT6M2YSZL3BHI \
  | 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: da801451f9ae07220e7e66b12caf613a2771f6d687f9f3d331539aac49b3042f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fda9ee64ad47f4d76705dca6f08d02317b6e650386c796676d63a3a2d6b970d3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-07T04:43:56Z",
    "title_canon_sha256": "133a8ff7c5dca7a0e8129c9744098e395ac1757e3243b6a0faa9330f6aae6bd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05830",
    "kind": "arxiv",
    "version": 1
  }
}