Pith Number

pith:WFUZB4MB

pith:2026:WFUZB4MBKVEBASCOFMXF2NHYBN

not attested not anchored not stored refs pending

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting

Congxi Xiao, Jingbo Zhou, Yixiong Xiao

arxiv:2608.06223 v1 · 2026-08-06 · cs.AI · 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{WFUZB4MBKVEBASCOFMXF2NHYBN}

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	2026-08-07T01:40:59.053174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b16990f181554810484e2b2e5d34f80b55aeac96838299aed70c93151f9d7091

Aliases

arxiv: 2608.06223 · arxiv_version: 2608.06223v1 · doi: 10.48550/arxiv.2608.06223 · pith_short_12: WFUZB4MBKVEB · pith_short_16: WFUZB4MBKVEBASCO · pith_short_8: WFUZB4MB

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/WFUZB4MBKVEBASCOFMXF2NHYBN \
  | 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: b16990f181554810484e2b2e5d34f80b55aeac96838299aed70c93151f9d7091

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2299e5e6d001c17d80addedde7f1b0d3e2bf32c98adb577ac1224e0ea0c6e5c1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-06T16:12:57Z",
    "title_canon_sha256": "c692c008e93966638f199340c78af7f2942339069cd132ca05ebe706b473d243"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06223",
    "kind": "arxiv",
    "version": 1
  }
}