Pith Number

pith:RK5LMR3E

pith:2026:RK5LMR3E5KQC36F3SDJK7MQ6UV

not attested not anchored not stored refs pending

Bridging the Last Mile of Time Series Forecasting with LLM Agents

Qiangqiang Nie, Yuhua Liao, Zetian Wang, Zhenhua Zhang

arxiv:2606.02497 v1 · 2026-06-01 · 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{RK5LMR3E5KQC36F3SDJK7MQ6UV}

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	2026-06-02T03:05:07.864932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8abab64764eaa02df8bb90d2afb21ea541f8aee2216d54b1305ba8ffe9bbc8e5

Aliases

arxiv: 2606.02497 · arxiv_version: 2606.02497v1 · doi: 10.48550/arxiv.2606.02497 · pith_short_12: RK5LMR3E5KQC · pith_short_16: RK5LMR3E5KQC36F3 · pith_short_8: RK5LMR3E

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/RK5LMR3E5KQC36F3SDJK7MQ6UV \
  | 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: 8abab64764eaa02df8bb90d2afb21ea541f8aee2216d54b1305ba8ffe9bbc8e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d6f9ce076d1ff926f3b35bd67c03545bf539075ef39d7b6f0afc1c3b80bcfcb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-01T17:03:40Z",
    "title_canon_sha256": "113d8b62b487158afb5e541fb98703dc811407ad4f7e9051e6b0cd10db926ea4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02497",
    "kind": "arxiv",
    "version": 1
  }
}