Pith Number

pith:MGKJFD2L

pith:2021:MGKJFD2LGDSQ3ZL5UQZJMSTID5

not attested not anchored not stored refs pending

Distribution-free Contextual Dynamic Pricing

and Yufeng Liu, Will Wei Sun, Yiyun Luo

arxiv:2109.07340 v2 · 2021-09-15 · stat.ML · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MGKJFD2LGDSQ3ZL5UQZJMSTID5}

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

Online Pricing and Allocation with Demand Learning and Fulfillment Cost

Receipt and verification

First computed	2026-07-05T05:48:24.876989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6194928f4b30e50de57da432964a681f7573493fd5b089ce8ade5822de30607f

Aliases

arxiv: 2109.07340 · arxiv_version: 2109.07340v2 · doi: 10.48550/arxiv.2109.07340 · pith_short_12: MGKJFD2LGDSQ · pith_short_16: MGKJFD2LGDSQ3ZL5 · pith_short_8: MGKJFD2L

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/MGKJFD2LGDSQ3ZL5UQZJMSTID5 \
  | 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: 6194928f4b30e50de57da432964a681f7573493fd5b089ce8ade5822de30607f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f28f72d7d0139f3d27ecb849bae1967b0d1a9e9303ba59c181e94730ff78690",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-09-15T14:52:44Z",
    "title_canon_sha256": "11a9e316ac2478dc8f9f02db836e35335d58c7137e34fc46ff9cc51bdbb4552d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.07340",
    "kind": "arxiv",
    "version": 2
  }
}