Pith Number

pith:34DI4ZHM

pith:2026:34DI4ZHMAE7K3K3VXL7BB3MUHW

not attested not anchored not stored refs pending

When Do Autoregressive Sequence Models Forecast Physical Wavefields? A Controlled Study on Synthetic Seismograms

Alexander Kappes, Christine Thomas, Jana Klinge, Stuart Russell, Waleed Esmail

arxiv:2606.10868 v1 · 2026-06-09 · cs.LG · astro-ph.IM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{34DI4ZHMAE7K3K3VXL7BB3MUHW}

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	2026-06-10T01:10:44.717891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df068e64ec013eadab75bafe10ed943d8d14fbf5303f23173a0605b85c5bd262

Aliases

arxiv: 2606.10868 · arxiv_version: 2606.10868v1 · doi: 10.48550/arxiv.2606.10868 · pith_short_12: 34DI4ZHMAE7K · pith_short_16: 34DI4ZHMAE7K3K3V · pith_short_8: 34DI4ZHM

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/34DI4ZHMAE7K3K3VXL7BB3MUHW \
  | 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: df068e64ec013eadab75bafe10ed943d8d14fbf5303f23173a0605b85c5bd262

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c42d24a8a2c7e17592d07d899b0dfdbad8c62b4d5dcf7dfbbfd60b5cbfd68156",
    "cross_cats_sorted": [
      "astro-ph.IM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-09T13:46:14Z",
    "title_canon_sha256": "84c5898459f57862bad97d1eae1e061046e1febd17eb91438a271f6d9c9464e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10868",
    "kind": "arxiv",
    "version": 1
  }
}