Pith Number

pith:4G6UROWJ

pith:2023:4G6UROWJHGWVGHZCV7PLTWPIVH

not attested not anchored not stored refs pending

An Adaptive Dual-level Reinforcement Learning Approach for Optimal Trade Execution

Hong Kee Sul, Jimyeong Kim, Soohan Kim, Youngjoon Hong

arxiv:2307.10649 v1 · 2023-07-20 · q-fin.CP · q-fin.TR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4G6UROWJHGWVGHZCV7PLTWPIVH}

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

LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking

Receipt and verification

First computed	2026-07-05T06:33:08.137854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1bd48bac939ad531f22afdeb9d9e8a9f2401198d26d1d78df7c26401494ffd3

Aliases

arxiv: 2307.10649 · arxiv_version: 2307.10649v1 · doi: 10.48550/arxiv.2307.10649 · pith_short_12: 4G6UROWJHGWV · pith_short_16: 4G6UROWJHGWVGHZC · pith_short_8: 4G6UROWJ

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/4G6UROWJHGWVGHZCV7PLTWPIVH \
  | 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: e1bd48bac939ad531f22afdeb9d9e8a9f2401198d26d1d78df7c26401494ffd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffd2bfd560db6658db683c76f3203d6b0d067d38c5c6e71e901acaacd2020334",
    "cross_cats_sorted": [
      "q-fin.TR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2023-07-20T07:28:49Z",
    "title_canon_sha256": "17b7f71aef0637e889df6c6e7c2f809854dead73d6bd8fcf7c410bb30792365d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10649",
    "kind": "arxiv",
    "version": 1
  }
}