Pith. sign in
Pith Number

pith:WWXBUOCS

pith:2025:WWXBUOCSAROEKDKH25WWPEFNIX
not attested not anchored not stored refs pending

LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures

Adaeze Okeukwu-Ogbonnaya, George Amariucai, Jason Bergtold, Rahul Amatapu

arxiv:2507.13577 v1 · 2025-07-17 · cs.SI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WWXBUOCSAROEKDKH25WWPEFNIX}

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 2026-07-05T11:39:19.506172Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b5ae1a3852045c450d47d76d6790ad45f51dfc12160dc769c48d01da5973b922

Aliases

arxiv: 2507.13577 · arxiv_version: 2507.13577v1 · doi: 10.48550/arxiv.2507.13577 · pith_short_12: WWXBUOCSAROE · pith_short_16: WWXBUOCSAROEKDKH · pith_short_8: WWXBUOCS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WWXBUOCSAROEKDKH25WWPEFNIX \
  | 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: b5ae1a3852045c450d47d76d6790ad45f51dfc12160dc769c48d01da5973b922
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d5a413495b4a16dc9211d40f2e32d466685fd70039e63b571d6d8572d0ee295c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2025-07-17T23:43:22Z",
    "title_canon_sha256": "7685d7b366039c2ec4a3ef4dd3de95e8445f72389f809d7e183fd3ffc824ad9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.13577",
    "kind": "arxiv",
    "version": 1
  }
}