Pith Number

pith:Z5TFBZ3F

pith:2024:Z5TFBZ3F7VTJHPIGGIXOC5R2W6

not attested not anchored not stored refs pending

RuleR: Improving LLM Controllability by Rule-based Data Recycling

Chenguang Wang, Dang Nguyen, Dianqi Li, Han Chen, Ming Li, Tianyi Zhou

arxiv:2406.15938 v4 · 2024-06-22 · cs.CL · cs.AI · 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{Z5TFBZ3F7VTJHPIGGIXOC5R2W6}

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

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding

Receipt and verification

First computed	2026-07-05T10:14:41.891860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf6650e765fd6693bd06322ee1763ab7992ece337e5b7e40f035a555b144308e

Aliases

arxiv: 2406.15938 · arxiv_version: 2406.15938v4 · doi: 10.48550/arxiv.2406.15938 · pith_short_12: Z5TFBZ3F7VTJ · pith_short_16: Z5TFBZ3F7VTJHPIG · pith_short_8: Z5TFBZ3F

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/Z5TFBZ3F7VTJHPIGGIXOC5R2W6 \
  | 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: cf6650e765fd6693bd06322ee1763ab7992ece337e5b7e40f035a555b144308e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c6b54a822faa29857e3218e091d8384465b67534617e2892f7d7d081098c997",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-22T20:57:12Z",
    "title_canon_sha256": "ed5199ffac93868326105b9408187cdaad10466f05abe59ffaa552c3fa1cd3f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15938",
    "kind": "arxiv",
    "version": 4
  }
}