Pith Number

pith:GDRBF4M2

pith:2022:GDRBF4M2N7V3W4PBMUME4RJMV6

not attested not anchored not stored refs pending

Augmented cross-selling through explainable AI -- a case from energy retailing

Felix Haag, Konstantin Hopf, Pedro Menelau Vasconcelos, Thorsten Staake

arxiv:2208.11404 v1 · 2022-08-24 · cs.LG · cs.AI · cs.CY · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GDRBF4M2N7V3W4PBMUME4RJMV6}

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	2026-07-05T04:51:14.757940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30e212f19a6febbb71e165184e452caf8ee7c9e3f7bbaf167f44eaa9f382eaad

Aliases

arxiv: 2208.11404 · arxiv_version: 2208.11404v1 · doi: 10.48550/arxiv.2208.11404 · pith_short_12: GDRBF4M2N7V3 · pith_short_16: GDRBF4M2N7V3W4PB · pith_short_8: GDRBF4M2

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/GDRBF4M2N7V3W4PBMUME4RJMV6 \
  | 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: 30e212f19a6febbb71e165184e452caf8ee7c9e3f7bbaf167f44eaa9f382eaad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "009bbb3ca03488874408966368aa8c57d75a28fa8604bf9d23c266629f9c0801",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-24T09:51:52Z",
    "title_canon_sha256": "2ec841190668f2fa83b2a1f453c44c46522a134fde2009464aeeb941b61d1518"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.11404",
    "kind": "arxiv",
    "version": 1
  }
}