Pith Number

pith:VTYMM4MI

pith:2024:VTYMM4MIPE7Q3QTSNTAG64SVVG

not attested not anchored not stored refs pending

Reasoning Elicitation in Language Models via Counterfactual Feedback

Aditya V. Nori, Alihan H\"uy\"uk, Jacqueline Maasch, Javier Gonz\'alez, Xinnuo Xu

arxiv:2410.03767 v2 · 2024-10-02 · 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{VTYMM4MIPE7Q3QTSNTAG64SVVG}

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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

CauSim: Scaling Causal Reasoning with Increasingly Complex Causal Simulators

FACT-E: Causality-Inspired Evaluation for Trustworthy Chain-of-Thought Reasoning

Receipt and verification

First computed	2026-07-05T10:31:47.690017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acf0c67188793f0dc2726cc06f7255a99bd3d4b209f17fd1ab1643ef09425c22

Aliases

arxiv: 2410.03767 · arxiv_version: 2410.03767v2 · doi: 10.48550/arxiv.2410.03767 · pith_short_12: VTYMM4MIPE7Q · pith_short_16: VTYMM4MIPE7Q3QTS · pith_short_8: VTYMM4MI

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/VTYMM4MIPE7Q3QTSNTAG64SVVG \
  | 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: acf0c67188793f0dc2726cc06f7255a99bd3d4b209f17fd1ab1643ef09425c22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc009e85fe56f8b9cdd875d13f1eb35586c425d49907e9a08d64bf41ab3268b5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-02T15:33:30Z",
    "title_canon_sha256": "eebaeb2a3e475dc352715434ccf1eceb508ca548ffc72603c41b96d7166ea9f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03767",
    "kind": "arxiv",
    "version": 2
  }
}