Pith Number

pith:SCGX57BJ

pith:2024:SCGX57BJLA7276SZZDYDHZJKMQ

not attested not anchored not stored refs pending

Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review

Daqing He, Rui Meng, Yuelyu Ji, Zhuochun Li

arxiv:2410.03663 v4 · 2024-10-04 · 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{SCGX57BJLA7276SZZDYDHZJKMQ}

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

2 papers in Pith

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

Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding

Receipt and verification

First computed	2026-07-05T11:05:35.244188Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

908d7efc29583faffa59c8f033e52a6438de78bbd678bbbdb5e9fe0af5ca9227

Aliases

arxiv: 2410.03663 · arxiv_version: 2410.03663v4 · doi: 10.48550/arxiv.2410.03663 · pith_short_12: SCGX57BJLA72 · pith_short_16: SCGX57BJLA7276SZ · pith_short_8: SCGX57BJ

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/SCGX57BJLA7276SZZDYDHZJKMQ \
  | 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: 908d7efc29583faffa59c8f033e52a6438de78bbd678bbbdb5e9fe0af5ca9227

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4535bed3baaf4d7b98fa2b5e27cc7adbf73db767f2592ca479b86a3062333550",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-04T17:59:41Z",
    "title_canon_sha256": "f2c82227034cc3771bdec110a20bf7a9256d70083b5dfa4f61972ee87e65cf38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03663",
    "kind": "arxiv",
    "version": 4
  }
}