Pith Number

pith:R7Q7FDIE

pith:2024:R7Q7FDIE4HGADGUYMZIIBEF2BN

not attested not anchored not stored refs pending

LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts

Benjamin Van Durme, Chris Kedzie, Corby Rosset, Helia Hashemi, Jason Eisner

arxiv:2501.00274 v1 · 2024-12-31 · 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{R7Q7FDIE4HGADGUYMZIIBEF2BN}

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

Does Capability Transfer to Subjective Behavior -- and Would Our Instruments Tell Us? A Self-Evolving, Trust-by-Construction Evaluation Paradigm

Beyond Verifiable Rewards: Rubric-Based GRM for Reinforced Fine-Tuning SWE Agents

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains

Receipt and verification

First computed	2026-07-05T09:55:42.083267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8fe1f28d04e1cc019a9866508090ba0b48f3cf1607590cdd49cce74315cda63e

Aliases

arxiv: 2501.00274 · arxiv_version: 2501.00274v1 · doi: 10.48550/arxiv.2501.00274 · pith_short_12: R7Q7FDIE4HGA · pith_short_16: R7Q7FDIE4HGADGUY · pith_short_8: R7Q7FDIE

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/R7Q7FDIE4HGADGUYMZIIBEF2BN \
  | 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: 8fe1f28d04e1cc019a9866508090ba0b48f3cf1607590cdd49cce74315cda63e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "879fec9d6b33d1f78ef24de28a3372fbee92e7c60c6f18dd5f7ac894cd185ab8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-31T04:57:01Z",
    "title_canon_sha256": "f0629a056389b308dcdcf7131be8fc4df7312c7249680b8d4f0774cd9891ed5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00274",
    "kind": "arxiv",
    "version": 1
  }
}