Pith Number

pith:M6V4PYRX

pith:2023:M6V4PYRXINLWGR2PACM5A2JLHD

not attested not anchored not stored refs pending

Causal Reasoning and Large Language Models: Opening a New Frontier for Causality

Amit Sharma, Chenhao Tan, Emre K{\i}c{\i}man, Robert Ness

arxiv:2305.00050 v3 · 2023-04-28 · cs.AI · cs.CL · cs.CY · cs.HC · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M6V4PYRXINLWGR2PACM5A2JLHD}

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

23 papers in Pith

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

WorldKernel: A World Model is the Coupling Kernel of Admissible Possible Worlds

Caliper: Probing Lexical Anchors versus Causal Structure in LLMs

Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models

Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs

Receipt and verification

First computed	2026-07-05T08:56:55.599787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67abc7e237435763474f0099d0692b38cb744efa56369a9a0057d4f909e5e474

Aliases

arxiv: 2305.00050 · arxiv_version: 2305.00050v3 · doi: 10.48550/arxiv.2305.00050 · pith_short_12: M6V4PYRXINLW · pith_short_16: M6V4PYRXINLWGR2P · pith_short_8: M6V4PYRX

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/M6V4PYRXINLWGR2PACM5A2JLHD \
  | 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: 67abc7e237435763474f0099d0692b38cb744efa56369a9a0057d4f909e5e474

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e77225ae1d3d53e664449939a9f255f62305736979039d3210abcba19887bd5",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY",
      "cs.HC",
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-04-28T19:00:43Z",
    "title_canon_sha256": "794cf13c31ee1373029f347dbedde92f144fc15f43cc57d79a188c864bb70a04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.00050",
    "kind": "arxiv",
    "version": 3
  }
}