Pith Number

pith:4UAH5OLO

pith:2023:4UAH5OLOKHWWUDUQTPXUYBXPJD

not attested not anchored not stored refs pending

Utility Fairness in Contextual Dynamic Pricing with Demand Learning

David Simchi-Levi, Xi Chen, Yining Wang

arxiv:2311.16528 v1 · 2023-11-28 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4UAH5OLOKHWWUDUQTPXUYBXPJD}

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

When Numbers Start Talking: Implicit Numerical Coordination Among LLM-Based Agents

Receipt and verification

First computed	2026-07-05T07:17:42.943344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5007eb96e51ed6a0e909bef4c06ef48f22b06d6ca0d1a07182eefe867a45973

Aliases

arxiv: 2311.16528 · arxiv_version: 2311.16528v1 · doi: 10.48550/arxiv.2311.16528 · pith_short_12: 4UAH5OLOKHWW · pith_short_16: 4UAH5OLOKHWWUDUQ · pith_short_8: 4UAH5OLO

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/4UAH5OLOKHWWUDUQTPXUYBXPJD \
  | 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: e5007eb96e51ed6a0e909bef4c06ef48f22b06d6ca0d1a07182eefe867a45973

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ea38dbddb2d64bf7d0cf18a5b72b7a583605fdb2ba32552ac50883cd04f4d39",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-11-28T05:19:23Z",
    "title_canon_sha256": "03a4173b36ffaea7f776bf932e82162fc746316f3001fe59fca340e5033af84b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.16528",
    "kind": "arxiv",
    "version": 1
  }
}