Pith Number

pith:BQGKYPDB

pith:2022:BQGKYPDBBPG3LSD3IKZGFN5SPB

not attested not anchored not stored refs pending

Simulating financial time series using attention

Ali Hirsa, J\"org Osterrieder, Weilong Fu

arxiv:2207.00493 v1 · 2022-07-01 · q-fin.ST · cs.LG · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BQGKYPDBBPG3LSD3IKZGFN5SPB}

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

Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation

Receipt and verification

First computed	2026-07-05T04:36:43.679830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c0cac3c610bcdb5c87b42b262b7b2787a7b5636530779c69ca7c2f52fa99f41

Aliases

arxiv: 2207.00493 · arxiv_version: 2207.00493v1 · doi: 10.48550/arxiv.2207.00493 · pith_short_12: BQGKYPDBBPG3 · pith_short_16: BQGKYPDBBPG3LSD3 · pith_short_8: BQGKYPDB

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/BQGKYPDBBPG3LSD3IKZGFN5SPB \
  | 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: 0c0cac3c610bcdb5c87b42b262b7b2787a7b5636530779c69ca7c2f52fa99f41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91fcbe674153d9bae5f5847331f3770099c2b074c14abb9e00dae5cdbd502c7b",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2022-07-01T15:28:58Z",
    "title_canon_sha256": "bc7c82d1565236f3a01b7dd819726cf5fd799204c2efbae180e65cfdc8050f2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.00493",
    "kind": "arxiv",
    "version": 1
  }
}