Pith Number

pith:46NVTWQP

pith:2024:46NVTWQP4PM6BH6V36BERVQK2W

not attested not anchored not stored refs pending

Counterfactual Token Generation in Large Language Models

Eleni Straitouri, Ivi Chatzi, Manuel Gomez-Rodriguez, Nina Corvelo Benz, Stratis Tsirtsis

arxiv:2409.17027 v3 · 2024-09-25 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{46NVTWQP4PM6BH6V36BERVQK2W}

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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

2 papers in Pith

Robust Counterfactual Inference in Markov Decision Processes

CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models

Receipt and verification

First computed	2026-07-05T10:38:36.224362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e79b59da0fe3d9e09fd5df8248d60ad59c5a9b05ba769b7aa07d02927de47a3f

Aliases

arxiv: 2409.17027 · arxiv_version: 2409.17027v3 · doi: 10.48550/arxiv.2409.17027 · pith_short_12: 46NVTWQP4PM6 · pith_short_16: 46NVTWQP4PM6BH6V · pith_short_8: 46NVTWQP

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/46NVTWQP4PM6BH6V36BERVQK2W \
  | 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: e79b59da0fe3d9e09fd5df8248d60ad59c5a9b05ba769b7aa07d02927de47a3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a9c9bb9394cdf657684bb65634368977f27bd19a587ccb8a80c775a7e2640f7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-25T15:30:24Z",
    "title_canon_sha256": "949118f1ef6f02b68236224b3e6702bcf93761b873d206b0272bce8f7a6e47ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.17027",
    "kind": "arxiv",
    "version": 3
  }
}