Pith Number

pith:JTMKVGGS

pith:2023:JTMKVGGSUIOQ3WZ5DZFD5EJCTT

not attested not anchored not stored refs pending

Data Valuation from Data-Driven Optimization

H. Vincent Poor, Juan M. Morales, Robert Mieth

arxiv:2305.01775 v2 · 2023-05-02 · math.OC · cs.SY · eess.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{JTMKVGGSUIOQ3WZ5DZFD5EJCTT}

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.

Cited by

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T07:24:37.055815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cd8aa98d2a21d0ddb3d1e4a3e91229cc06df1a1660fe98ae1aeb35c31daf40e

Aliases

arxiv: 2305.01775 · arxiv_version: 2305.01775v2 · doi: 10.48550/arxiv.2305.01775 · pith_short_12: JTMKVGGSUIOQ · pith_short_16: JTMKVGGSUIOQ3WZ5 · pith_short_8: JTMKVGGS

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/JTMKVGGSUIOQ3WZ5DZFD5EJCTT \
  | 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: 4cd8aa98d2a21d0ddb3d1e4a3e91229cc06df1a1660fe98ae1aeb35c31daf40e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d444ef6edf423c026cfded4a51017a26dec65ed05c85e9f12f7601d3c0d797d2",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-05-02T20:34:34Z",
    "title_canon_sha256": "357299993649baebac56e04ac741ccb738d17ba1ecd92fbc37bb7b49315fabf9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.01775",
    "kind": "arxiv",
    "version": 2
  }
}