Pith Number

pith:RCF7B4TR

pith:2024:RCF7B4TRR6PCJD54RAKHJJ5DWO

not attested not anchored not stored refs pending

Causal Inference with Generative Artificial Intelligence: Application to Texts as Treatments

Kentaro Nakamura, Kosuke Imai

arxiv:2410.00903 v5 · 2024-10-01 · stat.AP · 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{RCF7B4TRR6PCJD54RAKHJJ5DWO}

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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

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems

Receipt and verification

First computed	2026-06-12T01:09:05.514372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

888bf0f2718f9e248fbc881474a7a3b3b7833303f687a16ccaa62bb0378bb438

Aliases

arxiv: 2410.00903 · arxiv_version: 2410.00903v5 · doi: 10.48550/arxiv.2410.00903 · pith_short_12: RCF7B4TRR6PC · pith_short_16: RCF7B4TRR6PCJD54 · pith_short_8: RCF7B4TR

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/RCF7B4TRR6PCJD54RAKHJJ5DWO \
  | 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: 888bf0f2718f9e248fbc881474a7a3b3b7833303f687a16ccaa62bb0378bb438

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a5ff3c2e890fbce4fd7a747ed76c2d5aaaea9f9a5d46b13d1a54a0c4e283179",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2024-10-01T17:46:21Z",
    "title_canon_sha256": "4845f28fa8845e3a70fbcea782040d9e4108ab2fcddeb72eaf6600655a678425"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.00903",
    "kind": "arxiv",
    "version": 5
  }
}