Pith Number

pith:C4ZCT357

pith:2024:C4ZCT357PJGRYO55CANLNMHA6K

not attested not anchored not stored refs pending

A Data-Driven Pool Strategy for Price-Makers Under Imperfect Information

Hongye Guo, Kedi Zheng, Qixin Chen

arxiv:2411.14694 v1 · 2024-11-22 · eess.SY · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C4ZCT357PJGRYO55CANLNMHA6K}

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	2026-07-05T09:38:55.707468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

173229efbf7a4d1c3bbd101ab6b0e0f2a2dd765938ba2318338163bd07a95398

Aliases

arxiv: 2411.14694 · arxiv_version: 2411.14694v1 · doi: 10.48550/arxiv.2411.14694 · pith_short_12: C4ZCT357PJGR · pith_short_16: C4ZCT357PJGRYO55 · pith_short_8: C4ZCT357

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/C4ZCT357PJGRYO55CANLNMHA6K \
  | 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: 173229efbf7a4d1c3bbd101ab6b0e0f2a2dd765938ba2318338163bd07a95398

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b3a7c84c891624668908e45961e08557f5e934c3889c102fc8a52207aa9b5e4",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-11-22T02:58:45Z",
    "title_canon_sha256": "227863a51bbce4e86d9397e06c7c17f60584310c920e12728e01af482bab3a2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14694",
    "kind": "arxiv",
    "version": 1
  }
}