Pith Number

pith:BHVSO6KW

pith:2023:BHVSO6KWJQ2ZBZMBHP5EMHUKO3

not attested not anchored not stored refs pending

CLadder: Assessing Causal Reasoning in Language Models

Bernhard Sch\"olkopf, Felix Leeb, Fernando Gonzalez Adauto, Kevin Blin, Luigi Gresele, Max Kleiman-Weiner, Mrinmaya Sachan, Ojasv Kamal, Yuen Chen, Zhiheng Lyu, Zhijing Jin

arxiv:2312.04350 v3 · 2023-12-07 · 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{BHVSO6KWJQ2ZBZMBHP5EMHUKO3}

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

4 papers in Pith

When Helpfulness Overrides Causal Caution: Context-Dependent Suppression and Recovery in LLMs

Caliper: Probing Lexical Anchors versus Causal Structure in LLMs

Reading the Finetuning Prior: Verbatim Content Recovery via Contrastive Decoding Diffing

Instrumented data for causal scientific machine learning

Receipt and verification

First computed	2026-07-05T07:34:36.479819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09eb2779564c3590e5813bfa461e8a76c725b7dff62d3a08c6fe3bf37b01ca38

Aliases

arxiv: 2312.04350 · arxiv_version: 2312.04350v3 · doi: 10.48550/arxiv.2312.04350 · pith_short_12: BHVSO6KWJQ2Z · pith_short_16: BHVSO6KWJQ2ZBZMB · pith_short_8: BHVSO6KW

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/BHVSO6KWJQ2ZBZMBHP5EMHUKO3 \
  | 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: 09eb2779564c3590e5813bfa461e8a76c725b7dff62d3a08c6fe3bf37b01ca38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "141ab001ab2289ed9b03b4ada5d5127b54520b7b119b07d167fb35eef1661eab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-07T15:12:12Z",
    "title_canon_sha256": "04eb62f1659f2a785663dc68c2e84eb3245a6fdda136bc9802619a97dd90ee3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.04350",
    "kind": "arxiv",
    "version": 3
  }
}