Pith Number

pith:2WCZ5IPH

pith:2025:2WCZ5IPHR2ULFGUEQI4ZFHYZCR

not attested not anchored not stored refs pending

Learning to Price with Resource Constraints: From Full Information to Machine-Learned Prices

David Simchi-Levi, Jiashuo Jiang, Ruicheng Ao

arxiv:2501.14155 v1 · 2025-01-24 · math.OC · 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{2WCZ5IPHR2ULFGUEQI4ZFHYZCR}

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

Resource-Constrained Adaptive Inference for Sequential Pricing

Receipt and verification

First computed	2026-07-05T10:04:46.242061Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5859ea1e78ea8b29a848239929f19146ca9dca361d2c24c932d77aad42d8050

Aliases

arxiv: 2501.14155 · arxiv_version: 2501.14155v1 · doi: 10.48550/arxiv.2501.14155 · pith_short_12: 2WCZ5IPHR2UL · pith_short_16: 2WCZ5IPHR2ULFGUE · pith_short_8: 2WCZ5IPH

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/2WCZ5IPHR2ULFGUEQI4ZFHYZCR \
  | 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: d5859ea1e78ea8b29a848239929f19146ca9dca361d2c24c932d77aad42d8050

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e58c65f3eb485d785396ae7ec8ba9e6e4dc2a80628e3f9761abddd9bb7ec256",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-01-24T00:46:52Z",
    "title_canon_sha256": "7c06c55b8f27cf266e0b5fd3f3e2f58918ebed7972dc323221198d341972d8d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14155",
    "kind": "arxiv",
    "version": 1
  }
}