Pith Number

pith:CBCT2B7S

pith:2023:CBCT2B7S4ZSNWKWAWTZVCZDDDQ

not attested not anchored not stored refs pending

An Explainable AI Approach to Large Language Model Assisted Causal Model Auditing and Development

Akshith Kota, Brette Fitzgibbon, Dino Garofolo, Eric Papenhausen, Klaus Mueller, Yanming Zhang

arxiv:2312.16211 v1 · 2023-12-23 · cs.AI · cs.HC · 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{CBCT2B7S4ZSNWKWAWTZVCZDDDQ}

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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

Into the Void: Mapping the Unseen Gaps in High Dimensional Data

Receipt and verification

First computed	2026-07-05T07:28:14.396986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10453d07f2e664db2ac0b4f35164631c371a3970393b7ae5215c815735d84e45

Aliases

arxiv: 2312.16211 · arxiv_version: 2312.16211v1 · doi: 10.48550/arxiv.2312.16211 · pith_short_12: CBCT2B7S4ZSN · pith_short_16: CBCT2B7S4ZSNWKWA · pith_short_8: CBCT2B7S

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/CBCT2B7S4ZSNWKWAWTZVCZDDDQ \
  | 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: 10453d07f2e664db2ac0b4f35164631c371a3970393b7ae5215c815735d84e45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ecefef780f9ac1b2deb0d411cae9d3dcc47219414b1b3e33a3f2d59bbb5b6cb",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-23T17:40:41Z",
    "title_canon_sha256": "b48ac238f504b3907351b71f7b3fcb46c018aae4cca62891f5be962f10b4f666"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16211",
    "kind": "arxiv",
    "version": 1
  }
}