Pith Number

pith:EYPEJR3B

pith:2026:EYPEJR3BQ47MI5YMMD7KUBUJJJ

not attested not anchored not stored refs pending

CausalDS: Benchmarking Causal Reasoning in Data-Science Agents

Andrej Leban, Yuekai Sun

arxiv:2607.08093 v1 · 2026-07-09 · cs.AI · cs.CL · 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{EYPEJR3BQ47MI5YMMD7KUBUJJJ}

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	2026-07-10T01:19:25.844424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

261e44c761873ec4770c60feaa06894a419b1b383677ec9ade3f70ad168adb35

Aliases

arxiv: 2607.08093 · arxiv_version: 2607.08093v1 · doi: 10.48550/arxiv.2607.08093 · pith_short_12: EYPEJR3BQ47M · pith_short_16: EYPEJR3BQ47MI5YM · pith_short_8: EYPEJR3B

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/EYPEJR3BQ47MI5YMMD7KUBUJJJ \
  | 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: 261e44c761873ec4770c60feaa06894a419b1b383677ec9ade3f70ad168adb35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9345caee0f56996d0b1e552cc30492ce484c6ece55bb88239ef873c3cc63fbd6",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-09T04:03:26Z",
    "title_canon_sha256": "eec64ba15e9a62a83e1db684ae3610989f669ebb9c9ec9fa63c53c8b42ca165a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08093",
    "kind": "arxiv",
    "version": 1
  }
}