Pith Number

pith:UOXHR7CD

pith:2026:UOXHR7CDY5CDUNSNZV6OL7IOHP

not attested not anchored not stored refs pending

Behavior Leverage Imbalance in Multi-Teacher On-Policy Distillation

Chengjun Mao, Guang Chen, Jiabin Shen

arxiv:2607.07050 v1 · 2026-07-08 · 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{UOXHR7CDY5CDUNSNZV6OL7IOHP}

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	2026-07-09T01:20:13.287621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3ae78fc43c7443a364dcd7ce5fd0e3bef90646adf40fd07c18bfcc2ef3cf01e

Aliases

arxiv: 2607.07050 · arxiv_version: 2607.07050v1 · doi: 10.48550/arxiv.2607.07050 · pith_short_12: UOXHR7CDY5CD · pith_short_16: UOXHR7CDY5CDUNSN · pith_short_8: UOXHR7CD

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/UOXHR7CDY5CDUNSNZV6OL7IOHP \
  | 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: a3ae78fc43c7443a364dcd7ce5fd0e3bef90646adf40fd07c18bfcc2ef3cf01e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd2eb8c61f4e798e8bbdbdd68d0b62868d5e91ae1207b918d99931447f3da060",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-08T06:26:13Z",
    "title_canon_sha256": "b63d5e1d3f87835ed76d7dfc9a19967050a7911466a8ee622863b1d187e744fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.07050",
    "kind": "arxiv",
    "version": 1
  }
}