Pith Number

pith:XFHVJ6XY

pith:2026:XFHVJ6XYBRTONRHEFQVDQFRWSG

not attested not anchored not stored refs pending

Causal Discovery for Explainable AI: A Dual-Encoding Approach

Henry Salgado, Martine Ceberio, Meagan R. Kendall

arxiv:2601.21221 v1 · 2026-01-29 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XFHVJ6XYBRTONRHEFQVDQFRWSG}

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.

Cited by

1 paper in Pith

LLMs in Qualitative Research: Opportunities, Limitations, and Practical Considerations

Receipt and verification

First computed	2026-06-09T01:04:41.027559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b94f54faf80c66e6c4e42c2a38163691945e297f293a501e41a3fc6d18eec796

Aliases

arxiv: 2601.21221 · arxiv_version: 2601.21221v1 · doi: 10.48550/arxiv.2601.21221 · pith_short_12: XFHVJ6XYBRTO · pith_short_16: XFHVJ6XYBRTONRHE · pith_short_8: XFHVJ6XY

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/XFHVJ6XYBRTONRHEFQVDQFRWSG \
  | 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: b94f54faf80c66e6c4e42c2a38163691945e297f293a501e41a3fc6d18eec796

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfa4c38ccfbbeb77a31e85809ac443f248270c58965255aabf24afbe1499c163",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-01-29T03:36:21Z",
    "title_canon_sha256": "e36ae2f4b076e1fd86a561e8202032fd4f65040462be1917466c9fc0027b6ee3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.21221",
    "kind": "arxiv",
    "version": 1
  }
}