Pith Number

pith:3AMQ3TSG

pith:2024:3AMQ3TSGLJNJ2LETJXX7IEOOAV

not attested not anchored not stored refs pending

MANA-Net: Mitigating Aggregated Sentiment Homogenization with News Weighting for Enhanced Market Prediction

Mengyu Wang, Tiejun Ma

arxiv:2409.05698 v1 · 2024-09-09 · cs.LG · cs.AI · cs.CE · q-fin.CP

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\usepackage{pith}
\pithnumber{3AMQ3TSGLJNJ2LETJXX7IEOOAV}

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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.

Cited by

1 paper in Pith

Pre-training Time Series Models with Stock Data Customization

Receipt and verification

First computed	2026-07-05T09:04:53.042642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8190dce465a5a9d2c934deff411ce0565a09d9b185a50e45c77188da2073736

Aliases

arxiv: 2409.05698 · arxiv_version: 2409.05698v1 · doi: 10.48550/arxiv.2409.05698 · pith_short_12: 3AMQ3TSGLJNJ · pith_short_16: 3AMQ3TSGLJNJ2LET · pith_short_8: 3AMQ3TSG

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/3AMQ3TSGLJNJ2LETJXX7IEOOAV \
  | 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: d8190dce465a5a9d2c934deff411ce0565a09d9b185a50e45c77188da2073736

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e220f002eac1a483d77fab791f122ae9d476e982ccbfa66860237800d5027211",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE",
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-09T15:12:24Z",
    "title_canon_sha256": "d62d1a3e9ba04a25e10ff1f34fcb9c35366c15553f7a04c616241c345141ae6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05698",
    "kind": "arxiv",
    "version": 1
  }
}