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Pith Number

pith:IDCCQ7F3

pith:2025:IDCCQ7F35BB35CMELSK6Z4W3EK
not attested not anchored not stored refs pending

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling

Ding Wang, Junming Liu, Xuefeng Yan, Yifei Sun, Yirong Chen

arxiv:2508.09630 v2 · 2025-08-13 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IDCCQ7F35BB35CMELSK6Z4W3EK}

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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

Receipt and verification
First computed 2026-07-05T11:54:13.947643Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

40c4287cbbe843be89845c95ecf2db2281a7616e26d1f4fe02f6e269df31bc13

Aliases

arxiv: 2508.09630 · arxiv_version: 2508.09630v2 · doi: 10.48550/arxiv.2508.09630 · pith_short_12: IDCCQ7F35BB3 · pith_short_16: IDCCQ7F35BB35CME · pith_short_8: IDCCQ7F3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IDCCQ7F35BB35CMELSK6Z4W3EK \
  | 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: 40c4287cbbe843be89845c95ecf2db2281a7616e26d1f4fe02f6e269df31bc13
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "dae561e575d33209f75415c707cec8f218c20d76b0bd88704c63e99799e6b8b3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-13T09:00:36Z",
    "title_canon_sha256": "d51afefea231dca108ff2c0f02165740f8a8e27fd22012008d1a329c9963c9e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09630",
    "kind": "arxiv",
    "version": 2
  }
}