Pith Number

pith:4TTCKMTX

pith:2026:4TTCKMTXWTYFPMTEZJW5FT4IW7

not attested not anchored not stored refs pending

LLM Explainability with Counterfactual Chains and Causal Graphs

Liat Ein-Dor, Nirit Nussbaum-Hoffer, Nitay Calderon, Roi Reichart

arxiv:2606.05972 v1 · 2026-06-04 · 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{4TTCKMTXWTYFPMTEZJW5FT4IW7}

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	2026-06-05T01:15:29.117666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4e6253277b4f057b264ca6dd2cf88b7f82525ec7d8249e85b2b8d47801e01af

Aliases

arxiv: 2606.05972 · arxiv_version: 2606.05972v1 · doi: 10.48550/arxiv.2606.05972 · pith_short_12: 4TTCKMTXWTYF · pith_short_16: 4TTCKMTXWTYFPMTE · pith_short_8: 4TTCKMTX

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/4TTCKMTXWTYFPMTEZJW5FT4IW7 \
  | 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: e4e6253277b4f057b264ca6dd2cf88b7f82525ec7d8249e85b2b8d47801e01af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88f5c7ce89dce7f05880d503e547e9ef3239f6e2d6f39761892b53975f6bf7db",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-04T10:15:12Z",
    "title_canon_sha256": "e6f159cc832bdfa9f0a693ee73e2bfa66bc2abb8d61d63f0cc0aa1fd562e05d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05972",
    "kind": "arxiv",
    "version": 1
  }
}