Pith Number

pith:KTWKIM7E

pith:2022:KTWKIM7EZRPWSZA4TY2AJIBXO7

not attested not anchored not stored refs pending

Exploit Customer Life-time Value with Memoryless Experiments

Guangda Huzhang, Yifei Zhao, Zizhao Zhang

arxiv:2201.06254 v1 · 2022-01-17 · 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{KTWKIM7EZRPWSZA4TY2AJIBXO7}

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	2026-07-05T03:48:56.323851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54eca433e4cc5f69641c9e3404a03777de6de657927759d8b136b635b4e671c0

Aliases

arxiv: 2201.06254 · arxiv_version: 2201.06254v1 · doi: 10.48550/arxiv.2201.06254 · pith_short_12: KTWKIM7EZRPW · pith_short_16: KTWKIM7EZRPWSZA4 · pith_short_8: KTWKIM7E

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/KTWKIM7EZRPWSZA4TY2AJIBXO7 \
  | 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: 54eca433e4cc5f69641c9e3404a03777de6de657927759d8b136b635b4e671c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "896e61964b752a76908f83f77555decc8d428a41c325fae7b3cd657f2ca24f7d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-01-17T07:43:06Z",
    "title_canon_sha256": "a9b9325540263c614eae7f0d7854c478c54557cd05da22a38df64b7d148ad3cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.06254",
    "kind": "arxiv",
    "version": 1
  }
}