Pith Number

pith:CW2DRDYU

pith:2023:CW2DRDYU4SKKOCHRX4XBLSR2ZL

not attested not anchored not stored refs pending

SCOTT: Self-Consistent Chain-of-Thought Distillation

Bing Yin, Peifeng Wang, Xiang Ren, Yifan Gao, Zheng Li, Zhengyang Wang

arxiv:2305.01879 v4 · 2023-05-03 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CW2DRDYU4SKKOCHRX4XBLSR2ZL}

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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

5 papers in Pith

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces

"The Whole Is Greater Than the Sum of Its Parts": A Compatibility-Aware Multi-Teacher CoT Distillation Framework

A Survey on Efficient Inference for Large Language Models

XPERT: Expert Knowledge Transfer for Effective Training of Language Models

Chain-based Distillation for Effective Initialization of Variable-Sized Small Language Models

Receipt and verification

First computed	2026-07-05T06:46:22.320885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15b4388f14e494a708f1bf2e15ca3acadd40c4e5e685e6f3e582c3a4cc382c5f

Aliases

arxiv: 2305.01879 · arxiv_version: 2305.01879v4 · doi: 10.48550/arxiv.2305.01879 · pith_short_12: CW2DRDYU4SKK · pith_short_16: CW2DRDYU4SKKOCHR · pith_short_8: CW2DRDYU

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/CW2DRDYU4SKKOCHRX4XBLSR2ZL \
  | 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: 15b4388f14e494a708f1bf2e15ca3acadd40c4e5e685e6f3e582c3a4cc382c5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3de214db7396ca582d29a035dd570342f86d03765d042582d64ddbd63e5cccb1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-03T03:47:00Z",
    "title_canon_sha256": "108a06ea397a67835dc53e10d0112ad61794a5596ea776f3ea1829b5b21a2415"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.01879",
    "kind": "arxiv",
    "version": 4
  }
}