Pith Number

pith:TBNRRBUO

pith:2023:TBNRRBUO32L44HEPWO5YZRYEKX

not attested not anchored not stored refs pending

ForecastPFN: Synthetically-Trained Zero-Shot Forecasting

Chirag Mohapatra, Colin White, Gurnoor Singh Khurana, Samuel Dooley, Siddartha Naidu

arxiv:2311.01933 v1 · 2023-11-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TBNRRBUO32L44HEPWO5YZRYEKX}

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

3 papers in Pith

Zeus: Towards Tuning-Free Foundation Model for Time Series Analysis

Probabilistic Low-Voltage Peak Load Forecasting with Time Series Foundation Models Evaluated on Application-Oriented Metrics

Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling

Receipt and verification

First computed	2026-07-05T07:08:47.688263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

985b18868ede97ce1c8fb3bb8cc70455f12e5d3acaf3b984595a13fba7b250e0

Aliases

arxiv: 2311.01933 · arxiv_version: 2311.01933v1 · doi: 10.48550/arxiv.2311.01933 · pith_short_12: TBNRRBUO32L4 · pith_short_16: TBNRRBUO32L44HEP · pith_short_8: TBNRRBUO

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/TBNRRBUO32L44HEPWO5YZRYEKX \
  | 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: 985b18868ede97ce1c8fb3bb8cc70455f12e5d3acaf3b984595a13fba7b250e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c96d606a6e20935df93161606c52a03d84ec430921346f51e2d63405fb888337",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-03T14:17:11Z",
    "title_canon_sha256": "91f5335f916a9b955507ac3bba7883d19fa62c3ed1908a815e523ef717c24876"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01933",
    "kind": "arxiv",
    "version": 1
  }
}