Pith Number

pith:MOWK6EVD

pith:2025:MOWK6EVDZWADL7B63OJWS5RRJQ

not attested not anchored not stored refs pending

ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset

Jie Song, Lei Jia, Peixuan Lei, Tao Chen, Yilin Wang, Yuanxiang Li, Yuxuan Zhang, Yuzhe Hao, Zhongyu Wei

arxiv:2506.20093 v1 · 2025-06-25 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MOWK6EVDZWADL7B63OJWS5RRJQ}

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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

4 papers in Pith

TS-Haystack: A Multi-Task Retrieval Benchmark for Long-Context Time-Series Reasoning

DiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules

CAN-QA: A Question-Answering Benchmark for Reasoning over In-Vehicle CAN Traffic

TimeSeriesExamAgent: Creating Time Series Reasoning Benchmarks at Scale

Receipt and verification

First computed	2026-07-05T11:27:00.210100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63acaf12a3cd8035fc3edb936976314c3bf11040d0993c855cfd8e247e1d9ae4

Aliases

arxiv: 2506.20093 · arxiv_version: 2506.20093v1 · doi: 10.48550/arxiv.2506.20093 · pith_short_12: MOWK6EVDZWAD · pith_short_16: MOWK6EVDZWADL7B6 · pith_short_8: MOWK6EVD

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/MOWK6EVDZWADL7B63OJWS5RRJQ \
  | 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: 63acaf12a3cd8035fc3edb936976314c3bf11040d0993c855cfd8e247e1d9ae4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d77126374f998b198687c3aaba2659e7be499e12ceef79951f5d5cbfe64dcee0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-25T02:33:47Z",
    "title_canon_sha256": "0fb277367b48f947697ee2ed8d0d271d82a4fee99c0821ff96b784b87b389016"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.20093",
    "kind": "arxiv",
    "version": 1
  }
}