Pith Number

pith:WNPNOAWM

pith:2025:WNPNOAWMBHCTVI6MLHEDTOVUUO

not attested not anchored not stored refs pending

Robust Reward Modeling via Causal Rubrics

Anirban Laha, Aravindan Raghuveer, Arun Suggala, Doina Precup, Gandharv Patil, Harman Singh, Karthikeyan Shanmugam, Pragya Srivastava, Rahul Madhavan, Rengarajan Aravamudhan, Soumya Sharma, Sravanti Addepalli

arxiv:2506.16507 v1 · 2025-06-19 · 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{WNPNOAWMBHCTVI6MLHEDTOVUUO}

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

From Holistic Evaluation to Structured Criteria: Rubrics Across the Evolving LLM Landscape

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics

Receipt and verification

First computed	2026-07-05T11:24:37.647340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b35ed702cc09c53aa3cc59c839bab4a39e8967ee24e3433b0fff398fb9c8edd8

Aliases

arxiv: 2506.16507 · arxiv_version: 2506.16507v1 · doi: 10.48550/arxiv.2506.16507 · pith_short_12: WNPNOAWMBHCT · pith_short_16: WNPNOAWMBHCTVI6M · pith_short_8: WNPNOAWM

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/WNPNOAWMBHCTVI6MLHEDTOVUUO \
  | 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: b35ed702cc09c53aa3cc59c839bab4a39e8967ee24e3433b0fff398fb9c8edd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e764950a875c1c37a73758945f11eb803d48b5067ab0febe352c94612c47fa3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-19T17:59:47Z",
    "title_canon_sha256": "07f74051178dd19b6b102271261549bc72426270015863c14963b2440670d8cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16507",
    "kind": "arxiv",
    "version": 1
  }
}