Pith Number

pith:KVT53SOU

pith:2023:KVT53SOUVE4WVJD462TNUZ54TD

not attested not anchored not stored refs pending

Combinatorial Auctions and Graph Neural Networks for Local Energy Flexibility Markets

Awadelrahman M. A. Ahmed, Frank Eliassen, Yan Zhang

arxiv:2307.13470 v1 · 2023-07-25 · cs.LG · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KVT53SOUVE4WVJD462TNUZ54TD}

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	2026-07-05T06:34:40.681237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5567ddc9d4a9396aa47cf6a6da67bc98d27a4d102218d0a5151f9447b58c14dd

Aliases

arxiv: 2307.13470 · arxiv_version: 2307.13470v1 · doi: 10.48550/arxiv.2307.13470 · pith_short_12: KVT53SOUVE4W · pith_short_16: KVT53SOUVE4WVJD4 · pith_short_8: KVT53SOU

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/KVT53SOUVE4WVJD462TNUZ54TD \
  | 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: 5567ddc9d4a9396aa47cf6a6da67bc98d27a4d102218d0a5151f9447b58c14dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6698b88019194b954d8d2b5f4b363d3b252fd81ebc96d055c82c77407ce9833",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-25T13:01:25Z",
    "title_canon_sha256": "9e497f02c32570e6a0ed455ad90642e8c251655ebc70498d69b020f31347306e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.13470",
    "kind": "arxiv",
    "version": 1
  }
}