Pith Number

pith:AE6IKOSC

pith:2022:AE6IKOSCJVHUIJOZL4AWV5O4ZS

not attested not anchored not stored refs pending

PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting

Flora D. Salim, Hao Xue

arxiv:2210.08964 v5 · 2022-09-20 · stat.ME · cs.AI · cs.CL · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AE6IKOSCJVHUIJOZL4AWV5O4ZS}

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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

7 papers in Pith

Pretrained Time-Series Foundation Models for Financial Return Forecasting

GeoGNN: Time Series Geo-Localization using Two-Tower Graph Neural Networks

TiRex-2: Generalizing TiRex to Multivariate Data and Streaming

Deep Time Series Models: A Comprehensive Survey and Benchmark

OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction

Receipt and verification

First computed	2026-07-05T07:22:13.685273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

013c853a424d4f4425d95f016af5dccc9097cd31c920351bce555ecdf877868c

Aliases

arxiv: 2210.08964 · arxiv_version: 2210.08964v5 · doi: 10.48550/arxiv.2210.08964 · pith_short_12: AE6IKOSCJVHU · pith_short_16: AE6IKOSCJVHUIJOZ · pith_short_8: AE6IKOSC

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/AE6IKOSCJVHUIJOZL4AWV5O4ZS \
  | 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: 013c853a424d4f4425d95f016af5dccc9097cd31c920351bce555ecdf877868c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d4df1cd4b3d50add844cf006a0e1e6ba6858978bf52f1e75d074ee6afeec496",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2022-09-20T10:15:35Z",
    "title_canon_sha256": "6f9da5b5abe2b6f8dc854931094359baa2f5b9ff377a9768660f130e6e6ae098"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.08964",
    "kind": "arxiv",
    "version": 5
  }
}