Pith Number

pith:YYY7CINZ

pith:2020:YYY7CINZHFZELOCBCUHDFYTPUH

not attested not anchored not stored refs pending

Contextual Temperature for Language Modeling

Da-Chang Juan, Jia-Yu Pan, Pei-Hsin Wang, Sheng-Iou Hsieh, Shih-Chieh Chang, Wei Wei, Yu-Ting Chen

arxiv:2012.13575 v1 · 2020-12-25 · cs.CL · 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{YYY7CINZHFZELOCBCUHDFYTPUH}

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

Sampling for Quality: Training-Free Reward-Guided LLM Decoding via Sequential Monte Carlo

Receipt and verification

First computed	2026-07-05T02:02:11.020488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c631f121b9397245b841150e32e26fa1c1558776a7cd853926a6d11600ce7817

Aliases

arxiv: 2012.13575 · arxiv_version: 2012.13575v1 · doi: 10.48550/arxiv.2012.13575 · pith_short_12: YYY7CINZHFZE · pith_short_16: YYY7CINZHFZELOCB · pith_short_8: YYY7CINZ

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/YYY7CINZHFZELOCBCUHDFYTPUH \
  | 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: c631f121b9397245b841150e32e26fa1c1558776a7cd853926a6d11600ce7817

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9b5635ca9769e3424e442e3fbbad46e0ee7768a8665386cecee81863c3bdfee",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-12-25T13:50:03Z",
    "title_canon_sha256": "64b1ce77575111741f9af32dd8a99d6970693ce81e3a421df07f31d1f411c5d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.13575",
    "kind": "arxiv",
    "version": 1
  }
}