Pith Number

pith:FA5AXN6E

pith:2024:FA5AXN6EZBUDKMWYOMEROM4XFE

not attested not anchored not stored refs pending

Counterfactual Causal Inference in Natural Language with Large Language Models

Ga\"el Gendron, Gillian Dobbie, Jo\v{z}e M. Ro\v{z}anec, Michael Witbrock

arxiv:2410.06392 v1 · 2024-10-08 · cs.CL · 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{FA5AXN6EZBUDKMWYOMEROM4XFE}

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

3 papers in Pith

Why Prompt Optimization Works, and Why It Sometimes Doesn't: A Causal-Inspired Edit-Level Analysis

What if Tomorrow is the World Cup Final? Counterfactual Time Series Forecasting with Textual Conditions

Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning

Receipt and verification

First computed	2026-07-05T09:18:00.919593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

283a0bb7c4c8683532d87309173397293a36dddf6a97f9056221703b6f3f772c

Aliases

arxiv: 2410.06392 · arxiv_version: 2410.06392v1 · doi: 10.48550/arxiv.2410.06392 · pith_short_12: FA5AXN6EZBUD · pith_short_16: FA5AXN6EZBUDKMWY · pith_short_8: FA5AXN6E

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/FA5AXN6EZBUDKMWYOMEROM4XFE \
  | 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: 283a0bb7c4c8683532d87309173397293a36dddf6a97f9056221703b6f3f772c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f090d2df5cfe7713719518dd051b7af176375c42da1f2a4c613dd2b3e93af2e9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-08T21:53:07Z",
    "title_canon_sha256": "74a07136f27b104e1cf35cd06097a492fa4dc95db48f67f7597078c9252e10aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06392",
    "kind": "arxiv",
    "version": 1
  }
}