Pith Number

pith:PH4SHXAC

pith:2025:PH4SHXACL2K4EQ62D6Y5T2WDHF

not attested not anchored not stored refs pending

Large Language models for Time Series Analysis: Techniques, Applications, and Challenges

Feifei Shi, Huansheng Ning, Kang Wang, Qifu Sun, Wanyu Tu, Xueyan Yin

arxiv:2506.11040 v1 · 2025-05-21 · cs.LG · cs.CL · cs.ET

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PH4SHXACL2K4EQ62D6Y5T2WDHF}

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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.

Cited by

1 paper in Pith

Heterogeneous Scientific Foundation Model Collaboration

Receipt and verification

First computed	2026-07-05T11:20:58.365980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79f923dc025e95c243da1fb1d9eac3396cddc9a956e2d6944d2da9cbd29e475c

Aliases

arxiv: 2506.11040 · arxiv_version: 2506.11040v1 · doi: 10.48550/arxiv.2506.11040 · pith_short_12: PH4SHXACL2K4 · pith_short_16: PH4SHXACL2K4EQ62 · pith_short_8: PH4SHXAC

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/PH4SHXACL2K4EQ62D6Y5T2WDHF \
  | 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: 79f923dc025e95c243da1fb1d9eac3396cddc9a956e2d6944d2da9cbd29e475c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d67bb749c5a34d7fecb2bc16629567f15bdef2f79c24386303a00c91bb0c4985",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.ET"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T04:45:11Z",
    "title_canon_sha256": "7cb41f3d6cbe5d5160299630439fed9f313397e64ac5e90feb1f991de6a03663"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11040",
    "kind": "arxiv",
    "version": 1
  }
}