Pith Number

pith:X6X7BXMA

pith:2023:X6X7BXMAKQG43TZLHW4JBANUVM

not attested not anchored not stored refs pending

Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook

Chaoli Zhang, Haifeng Chen, Hui Xiong, James Zhang, Lei Chen, Ming Jin, Qingsong Wen, Shirui Pan, Siqiao Xue, Vincent S. Tseng, Xiaoli Li, Xue Wang, Yaxuan Kong, Yi Wang, Yuxuan Liang, Yu Zheng

arxiv:2310.10196 v3 · 2023-10-16 · cs.LG · 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{X6X7BXMAKQG43TZLHW4JBANUVM}

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.

Cited by

5 papers in Pith

Universal Time-Series Representation Learning: A Survey

Multi-Object Tracking Consistently Improves Wildlife Inference

From Time Series Analysis to Question Answering: A Survey in the LLM Era

Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Natural Language Interfaces for Spatial and Temporal Databases: A Comprehensive Overview of Methods, Taxonomy, and Future Directions

Receipt and verification

First computed	2026-06-09T02:06:58.771846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfaff0dd80540dcdcf2b3db89081b4ab1359d6283223c579d7037d1e8b3e5f93

Aliases

arxiv: 2310.10196 · arxiv_version: 2310.10196v3 · doi: 10.48550/arxiv.2310.10196 · pith_short_12: X6X7BXMAKQG4 · pith_short_16: X6X7BXMAKQG43TZL · pith_short_8: X6X7BXMA

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/X6X7BXMAKQG43TZLHW4JBANUVM \
  | 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: bfaff0dd80540dcdcf2b3db89081b4ab1359d6283223c579d7037d1e8b3e5f93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "071d1df04c020225a6bf791ab161d5d2e20c878eae093b8c8034200054b5f2e9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-16T09:06:00Z",
    "title_canon_sha256": "4dee65aef18054681f59a70a90fcfdabd95224f3b5a1a713b44cc4a8bb09591e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10196",
    "kind": "arxiv",
    "version": 3
  }
}