Pith Number

pith:IUDFXKHQ

pith:2025:IUDFXKHQJCQNTJCWSDCYIHCC4G

not attested not anchored not stored refs pending

Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning

Balaji Krishnamurthy, Milan Aggarwal, Sohan Patnaik, Sumit Bhatia

arxiv:2506.02519 v1 · 2025-06-03 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IUDFXKHQJCQNTJCWSDCYIHCC4G}

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

Confidence-Aware Alignment Makes Reasoning LLMs More Reliable

Receipt and verification

First computed	2026-07-05T11:15:03.550077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45065ba8f048a0d9a45690c5841c42e1826b438e46d5c3bb93cbd6ad37e2525d

Aliases

arxiv: 2506.02519 · arxiv_version: 2506.02519v1 · doi: 10.48550/arxiv.2506.02519 · pith_short_12: IUDFXKHQJCQN · pith_short_16: IUDFXKHQJCQNTJCW · pith_short_8: IUDFXKHQ

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/IUDFXKHQJCQNTJCWSDCYIHCC4G \
  | 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: 45065ba8f048a0d9a45690c5841c42e1826b438e46d5c3bb93cbd6ad37e2525d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efc6e3f235ac9cc7f79df577c6152b98bcb49bae1a3f3863cb9768d60ed36600",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-03T06:50:08Z",
    "title_canon_sha256": "34ab23784b745525fc62e18ca994e9330a90bc996adcba030a5ff3327bd7ab46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02519",
    "kind": "arxiv",
    "version": 1
  }
}