Pith Number

pith:6G5Q3F7L

pith:2022:6G5Q3F7LEITQESCOCTOY3TPGBK

not attested not anchored not stored refs pending

MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Forecasting

Jianxiong Guo, Juanxi Tian, Mingjie Wang, Mingze Zhang, Weijia Jia

arxiv:2212.08656 v2 · 2022-12-07 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6G5Q3F7LEITQESCOCTOY3TPGBK}

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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	2026-07-05T10:16:05.188166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1bb0d97eb222702484e14dd8dcde60aa0e2611b2aa3b3531f21c614b1af4b37

Aliases

arxiv: 2212.08656 · arxiv_version: 2212.08656v2 · doi: 10.48550/arxiv.2212.08656 · pith_short_12: 6G5Q3F7LEITQ · pith_short_16: 6G5Q3F7LEITQESCO · pith_short_8: 6G5Q3F7L

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/6G5Q3F7LEITQESCOCTOY3TPGBK \
  | 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: f1bb0d97eb222702484e14dd8dcde60aa0e2611b2aa3b3531f21c614b1af4b37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed0fa69b0f1eee57fa8917afbdf9b1dbfdc2d1d78d09d218313b71f16b348e81",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2022-12-07T17:09:48Z",
    "title_canon_sha256": "2150aa58323cb483f68c4de80f9cdf7b9380feefbf29e5af0ba0b3e9bb0fdf92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.08656",
    "kind": "arxiv",
    "version": 2
  }
}