Pith Number

pith:CWWTLITV

pith:2026:CWWTLITVXHQCWG25RADFZUYIIV

not attested not anchored not stored refs pending

Causal Semantic Alignment for LLM-based Time Series Forecasting

Cesare Alippi, Gary G. Yen, Kexuan Zhang, Xiaobei Zou, Yang Tang

arxiv:2606.08262 v1 · 2026-06-06 · 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{CWWTLITVXHQCWG25RADFZUYIIV}

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	2026-06-09T01:05:31.717968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15ad35a275b9e02b1b5d88065cd308454a181bf3a752077947ef8890fc2911c8

Aliases

arxiv: 2606.08262 · arxiv_version: 2606.08262v1 · doi: 10.48550/arxiv.2606.08262 · pith_short_12: CWWTLITVXHQC · pith_short_16: CWWTLITVXHQCWG25 · pith_short_8: CWWTLITV

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/CWWTLITVXHQCWG25RADFZUYIIV \
  | 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: 15ad35a275b9e02b1b5d88065cd308454a181bf3a752077947ef8890fc2911c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f2402a041c9cfac2eff926e22465ca66144d073e794e95ee1cfbc18c420df32",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-06T17:17:34Z",
    "title_canon_sha256": "48e4f75ca51cdf019e4eec88088b90c020f5086982844ae043ca1f569b3ef3e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08262",
    "kind": "arxiv",
    "version": 1
  }
}