Pith Number

pith:ZRNTM3DM

pith:2026:ZRNTM3DM2IDCI2QHUNK5JT5FGG

not attested not anchored not stored refs pending

Learning Causal Orderings for In-Context Tabular Prediction

Jilles Vreeken, Sarah Mameche, Sascha Xu

arxiv:2605.22335 v1 · 2026-05-21 · 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{ZRNTM3DM2IDCI2QHUNK5JT5FGG}

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	2026-05-22T01:04:38.299645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc5b366c6cd206246a07a355d4cfa531b58f59aa972eb6c3e87e18660f88b740

Aliases

arxiv: 2605.22335 · arxiv_version: 2605.22335v1 · doi: 10.48550/arxiv.2605.22335 · pith_short_12: ZRNTM3DM2IDC · pith_short_16: ZRNTM3DM2IDCI2QH · pith_short_8: ZRNTM3DM

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/ZRNTM3DM2IDCI2QHUNK5JT5FGG \
  | 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: cc5b366c6cd206246a07a355d4cfa531b58f59aa972eb6c3e87e18660f88b740

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec5014fe3cd57d8ef8b8038dd2fe34de2e24d22964abeb8b8592eb52fa19ba4a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-21T11:22:56Z",
    "title_canon_sha256": "e6b274aa92f2866a766764d8ce11a9ae6003b8a3e5d81d9eedb7c27b0c2dcf48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22335",
    "kind": "arxiv",
    "version": 1
  }
}