Pith Number

pith:RKNA2U4R

pith:2026:RKNA2U4RGQFDIEKG6T5YRKHELS

not attested not anchored not stored refs pending

Time Series Causal Discovery via Context-Conditioned and Causality-Augmented Pretraining

Biao Ouyang, Bin Yang, Chenjuan Guo, Tengxue Zhang, Yang Shu, Zhihao Zhuang

arxiv:2605.26759 v1 · 2026-05-26 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RKNA2U4RGQFDIEKG6T5YRKHELS}

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	2026-05-27T01:06:11.176198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a9a0d5391340a341146f4fb88a8e45cabd005ae538c6d1a1285eaf3404d72bf

Aliases

arxiv: 2605.26759 · arxiv_version: 2605.26759v1 · doi: 10.48550/arxiv.2605.26759 · pith_short_12: RKNA2U4RGQFD · pith_short_16: RKNA2U4RGQFDIEKG · pith_short_8: RKNA2U4R

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/RKNA2U4RGQFDIEKG6T5YRKHELS \
  | 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: 8a9a0d5391340a341146f4fb88a8e45cabd005ae538c6d1a1285eaf3404d72bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39e88107a3b3298653dcd0c1b1c4aaa395264a6720b66acf696be71639cfea38",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-26T09:30:42Z",
    "title_canon_sha256": "9a42f907c95ffc0f6592fc5ff76a9265a9e104cdde3c54fc818124822a33f80a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26759",
    "kind": "arxiv",
    "version": 1
  }
}