Pith Number

pith:RXRGM7AQ

pith:2025:RXRGM7AQY4XBAXEMLTJWH4YL7N

not attested not anchored not stored refs pending

Generalizing Verifiable Instruction Following

Hamish Ivison, Hannaneh Hajishirzi, Nathan Lambert, Pradeep Dasigi, Saumya Malik, Shengyi Huang, Valentina Pyatkin, Victoria Graf

arxiv:2507.02833 v3 · 2025-07-03 · 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{RXRGM7AQY4XBAXEMLTJWH4YL7N}

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

26 papers in Pith

RLBFF: Binary Flexible Feedback to bridge between Human Feedback & Verifiable Rewards

Do as I Say, Not as I Do: Instruction-Induction Conflict in LLMs

Post-Trained MoE Can Skip Half Experts via Self-Distillation

OpenCompass: A Universal Evaluation Platform for Large Language Models

Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards

Receipt and verification

First computed	2026-05-17T23:38:49.193712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8de2667c10c72e105c8c5cd363f30bfb7bf9f17d7b87b15d538cb6b46b096fdc

Aliases

arxiv: 2507.02833 · arxiv_version: 2507.02833v3 · doi: 10.48550/arxiv.2507.02833 · pith_short_12: RXRGM7AQY4XB · pith_short_16: RXRGM7AQY4XBAXEM · pith_short_8: RXRGM7AQ

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/RXRGM7AQY4XBAXEMLTJWH4YL7N \
  | 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: 8de2667c10c72e105c8c5cd363f30bfb7bf9f17d7b87b15d538cb6b46b096fdc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9be34a2529413970716ce321ee50b55a8341d85bd97f9c88b3eab41c03c3d8ec",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-03T17:44:33Z",
    "title_canon_sha256": "860dbe3b7fa3cd22521baa295ddce749c7d16f121ab4f6371566ac88638a9818"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02833",
    "kind": "arxiv",
    "version": 3
  }
}