Pith Number

pith:PF5A6TMY

pith:2026:PF5A6TMY4NJIFF46EHLGM2QJZR

not attested not anchored not stored refs pending

ReSET: Accurate Latency-Critical NVFP4 Reasoning via Step-Aware Temperature Scaling

Donghoon Yoo, Hanyul Ryu, Jae Gon Kim, Janghwan Lee, Jungwook Choi, Sihwa Lee, Soojung Ryu

arxiv:2606.13233 v1 · 2026-06-11 · cs.LG · 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{PF5A6TMY4NJIFF46EHLGM2QJZR}

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.

Receipt and verification

First computed	2026-06-12T01:09:48.081101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

797a0f4d98e35282979e21d6666a09cc68a4539d21ef5007e785d9c6023dc67c

Aliases

arxiv: 2606.13233 · arxiv_version: 2606.13233v1 · doi: 10.48550/arxiv.2606.13233 · pith_short_12: PF5A6TMY4NJI · pith_short_16: PF5A6TMY4NJIFF46 · pith_short_8: PF5A6TMY

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/PF5A6TMY4NJIFF46EHLGM2QJZR \
  | 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: 797a0f4d98e35282979e21d6666a09cc68a4539d21ef5007e785d9c6023dc67c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb81bcd9fdd5453bc71b1f04f076dcdb474cbf44108799835b5fe06aa1ecd4b8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-11T11:47:40Z",
    "title_canon_sha256": "4b37b9dfc1fba834a958a7089b1a8251ca3fe573f21676a138b3381faad59f96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.13233",
    "kind": "arxiv",
    "version": 1
  }
}