Pith Number

pith:R4ICOZKZ

pith:2020:R4ICOZKZAUMMMH6DV5XYBOSVBW

not attested not anchored not stored refs pending

CausaLM: Causal Model Explanation Through Counterfactual Language Models

Amir Feder, Nadav Oved, Roi Reichart, Uri Shalit

arxiv:2005.13407 v5 · 2020-05-27 · cs.CL · cs.AI · 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{R4ICOZKZAUMMMH6DV5XYBOSVBW}

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

Causal Tongue-Tie: LLMs Can Encode Causal Direction, But Their Yes/No Outputs Fail to Express

Receipt and verification

First computed	2026-07-05T05:15:21.349964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f102765590518c61fc3af6f80ba550d9262c4e000bc39dcd5fe8bbe5d1b8d29

Aliases

arxiv: 2005.13407 · arxiv_version: 2005.13407v5 · doi: 10.48550/arxiv.2005.13407 · pith_short_12: R4ICOZKZAUMM · pith_short_16: R4ICOZKZAUMMMH6D · pith_short_8: R4ICOZKZ

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/R4ICOZKZAUMMMH6DV5XYBOSVBW \
  | 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: 8f102765590518c61fc3af6f80ba550d9262c4e000bc39dcd5fe8bbe5d1b8d29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8981ab0562be3a23e85e80386940ef373b1a43c5a1192ffdcdc9d0a7c8ba2b1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-05-27T15:06:35Z",
    "title_canon_sha256": "1453f66bff5d6b680a03775cea804ed2bfabddacb1b4c0775608320a59d0a578"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.13407",
    "kind": "arxiv",
    "version": 5
  }
}