Pith Number

pith:CVJKPVRC

pith:2026:CVJKPVRCG5VRVY5ALSMGBYHWGS

not attested not anchored not stored refs pending

Using LLMs for Explainable, Data-Driven Insight Generation from Time Series

Gustavo Sato dos Santos, Michael Benedikt, Ria Mundhra

arxiv:2607.18271 v1 · 2026-06-04 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CVJKPVRCG5VRVY5ALSMGBYHWGS}

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	2026-07-22T00:22:39.532443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1552a7d622376b1ae3a05c9860e0f63481b9481c47b70bb8c7e33b31d5278efe

Aliases

arxiv: 2607.18271 · arxiv_version: 2607.18271v1 · doi: 10.48550/arxiv.2607.18271 · pith_short_12: CVJKPVRCG5VR · pith_short_16: CVJKPVRCG5VRVY5A · pith_short_8: CVJKPVRC

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/CVJKPVRCG5VRVY5ALSMGBYHWGS \
  | 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: 1552a7d622376b1ae3a05c9860e0f63481b9481c47b70bb8c7e33b31d5278efe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e63a01bc02fe4e2d31675fbf2bc4ac186a305bea9b7cfb5b8fe14e133865a89",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-04T21:20:24Z",
    "title_canon_sha256": "9890fba2c3e01fb4a59ea7d88585c7ad3047b51036056e17da7278b66479583c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18271",
    "kind": "arxiv",
    "version": 1
  }
}