Pith Number

pith:HCR6AIXX

pith:2024:HCR6AIXXOTERIPTJMJGIWT5BBH

not attested not anchored not stored refs pending

RATE: Causal Explainability of Reward Models with Imperfect Counterfactuals

Cristina Garbacea, David Reber, Sean Richardson, Todd Nief, Victor Veitch

arxiv:2410.11348 v3 · 2024-10-15 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HCR6AIXXOTERIPTJMJGIWT5BBH}

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

1 paper in Pith

Anatomy of Post-Training: Using Interpretability to Characterize Data and Shape the Learning Signal

Receipt and verification

First computed	2026-07-05T11:05:35.587564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38a3e022f774c9143e69624c8b4fa109c9fb0373fa030c86fc3279b9270d5dfd

Aliases

arxiv: 2410.11348 · arxiv_version: 2410.11348v3 · doi: 10.48550/arxiv.2410.11348 · pith_short_12: HCR6AIXXOTER · pith_short_16: HCR6AIXXOTERIPTJ · pith_short_8: HCR6AIXX

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/HCR6AIXXOTERIPTJMJGIWT5BBH \
  | 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: 38a3e022f774c9143e69624c8b4fa109c9fb0373fa030c86fc3279b9270d5dfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30de1b0cf2e9981858963cc6939d4df1d79d92b64975c3c5240ad393c2cd84b7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-15T07:22:16Z",
    "title_canon_sha256": "7681ff237d183de86b98469922616933ce3248abecddc35e4f0fe9d3a4dc0615"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.11348",
    "kind": "arxiv",
    "version": 3
  }
}