Pith Number

pith:IVWWQRWX

pith:2022:IVWWQRWXQYIG3ZOYBF6NEZ2CBP

not attested not anchored not stored refs pending

Causal Proxy Models for Concept-Based Model Explanations

Amir Zur, Atticus Geiger, Christopher Potts, Karel D'Oosterlinck, Zhengxuan Wu

arxiv:2209.14279 v1 · 2022-09-28 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IVWWQRWXQYIG3ZOYBF6NEZ2CBP}

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

On the Mechanistic Interpretability of Neural Networks for Causality in Bio-statistics

Receipt and verification

First computed	2026-07-05T05:01:49.499623Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

456d6846d786106de5d8097cd267420bf870495878ce0c6c6d642d5452baa78c

Aliases

arxiv: 2209.14279 · arxiv_version: 2209.14279v1 · doi: 10.48550/arxiv.2209.14279 · pith_short_12: IVWWQRWXQYIG · pith_short_16: IVWWQRWXQYIG3ZOY · pith_short_8: IVWWQRWX

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/IVWWQRWXQYIG3ZOYBF6NEZ2CBP \
  | 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: 456d6846d786106de5d8097cd267420bf870495878ce0c6c6d642d5452baa78c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e908b0994915598624863b77745d868e4b12015e094a4039bce29d2d6609fe87",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-09-28T17:45:07Z",
    "title_canon_sha256": "b21568483453674faa4e670d010227eb8d082cbcf4e2d2fcbb7b4efc655c6a3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.14279",
    "kind": "arxiv",
    "version": 1
  }
}