Pith Number

pith:N7MDMRPO

pith:2025:N7MDMRPOJGIFASEQ4B7JWOA4SJ

not attested not anchored not stored refs pending

Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models

Fei Yu, Jiaqing Liang, Jie Zeng, Qianyu He, Qingyu Ren, Weikang Zhou, Yanghua Xiao, Zeye Sun

arxiv:2501.04945 v4 · 2025-01-09 · 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{N7MDMRPOJGIFASEQ4B7JWOA4SJ}

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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

1 paper in Pith

Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following

Receipt and verification

First computed	2026-07-05T11:13:18.484264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fd83645ee4990504890e07e9b381c9268b03467b9f402bc8600696317c55036

Aliases

arxiv: 2501.04945 · arxiv_version: 2501.04945v4 · doi: 10.48550/arxiv.2501.04945 · pith_short_12: N7MDMRPOJGIF · pith_short_16: N7MDMRPOJGIFASEQ · pith_short_8: N7MDMRPO

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/N7MDMRPOJGIFASEQ4B7JWOA4SJ \
  | 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: 6fd83645ee4990504890e07e9b381c9268b03467b9f402bc8600696317c55036

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12cb559e4af8bea02a758c8cce075ae2acddb52ee93ede387147662bc3f3d25f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-09T03:34:07Z",
    "title_canon_sha256": "540fd83f5a37bfc45c68ccf83bb5a3e6c7146ad1cffc51e86c3c9d47a5532a33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04945",
    "kind": "arxiv",
    "version": 4
  }
}