Pith Number

pith:Q6LPG6H6

pith:2025:Q6LPG6H6IINPLQCPGLJPDXWFF4

not attested not anchored not stored refs pending

Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?

Coen Adler, Felix Draxler, Padhraic Smyth, Samar Abdi, Yuxin Chang

arxiv:2510.16060 v2 · 2025-10-17 · cs.LG · cs.AI · stat.ME · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q6LPG6H6IINPLQCPGLJPDXWFF4}

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.

Receipt and verification

First computed	2026-05-29T01:04:57.077164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8796f378fe421af5c04f32d2f1dec52f0b8687d8f9290081c43f085abc6f3bac

Aliases

arxiv: 2510.16060 · arxiv_version: 2510.16060v2 · doi: 10.48550/arxiv.2510.16060 · pith_short_12: Q6LPG6H6IINP · pith_short_16: Q6LPG6H6IINPLQCP · pith_short_8: Q6LPG6H6

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/Q6LPG6H6IINPLQCPGLJPDXWFF4 \
  | 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: 8796f378fe421af5c04f32d2f1dec52f0b8687d8f9290081c43f085abc6f3bac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3355574243a08250cd83e41264c307fe5bd8a2589ec300c9fc150366d7a73f16",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-17T01:41:24Z",
    "title_canon_sha256": "de920bafb4d114dfbdd699b85ddc52f5fc4c69fdc625009d5ea7cbd6c7c97493"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.16060",
    "kind": "arxiv",
    "version": 2
  }
}