Pith Number

pith:VFG5RADB

pith:2026:VFG5RADBOIMFRPGAD6442NC24O

not attested not anchored not stored refs pending

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation

Frank Shyu, Haz Sameen Shahgir, Luke Simon, Sandeep Pandey, Xi Liu, Yue Dong, Yufei Li

arxiv:2607.05734 v1 · 2026-07-07 · cs.IR · 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{VFG5RADBOIMFRPGAD6442NC24O}

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	2026-07-08T01:18:42.864283Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a94dd88061721858bcc01fb9cd345ae3ba4461f8d05d4c376e898786ac7501e5

Aliases

arxiv: 2607.05734 · arxiv_version: 2607.05734v1 · doi: 10.48550/arxiv.2607.05734 · pith_short_12: VFG5RADBOIMF · pith_short_16: VFG5RADBOIMFRPGA · pith_short_8: VFG5RADB

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/VFG5RADBOIMFRPGAD6442NC24O \
  | 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: a94dd88061721858bcc01fb9cd345ae3ba4461f8d05d4c376e898786ac7501e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3a0f64ce08784dc8dc4aafe1f731544e1bd5110c8972ca247b2cc3e6ad8c08a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-07-07T01:40:56Z",
    "title_canon_sha256": "a02260d2c3aef7251aff3c30d14a43e38cfda454b43f2eadf66c32dc4ed4fbd2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05734",
    "kind": "arxiv",
    "version": 1
  }
}