Pith Number

pith:YRMLTZ6D

pith:2023:YRMLTZ6D3MOZ4TFTEKXGQHUQCA

not attested not anchored not stored refs pending

Social Learning: Towards Collaborative Learning with Large Language Models

Amirkeivan Mohtashami, Blaise Aguera y Arcas, Florian Hartmann, Lukas Zilka, Matt Sharifi, Sian Gooding

arxiv:2312.11441 v2 · 2023-12-18 · cs.LG · 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{YRMLTZ6D3MOZ4TFTEKXGQHUQCA}

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

1 paper in Pith

Towards Interpretable Renal Health Decline Forecasting via Multi-LMM Collaborative Reasoning Framework

Receipt and verification

First computed	2026-07-05T07:43:01.707173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c458b9e7c3db1d9e4cb322ae681e901031d73fc445a8ecf26f8b288687b80f6c

Aliases

arxiv: 2312.11441 · arxiv_version: 2312.11441v2 · doi: 10.48550/arxiv.2312.11441 · pith_short_12: YRMLTZ6D3MOZ · pith_short_16: YRMLTZ6D3MOZ4TFT · pith_short_8: YRMLTZ6D

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/YRMLTZ6D3MOZ4TFTEKXGQHUQCA \
  | 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: c458b9e7c3db1d9e4cb322ae681e901031d73fc445a8ecf26f8b288687b80f6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56689c25bf75ec25bf05163695a6576c8a61440d4941998477675f9f319435ce",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-18T18:44:10Z",
    "title_canon_sha256": "50a37cc6792b0e1af93fab6d1d96b895f5bfa30c64803e566a84d18f70f92e02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11441",
    "kind": "arxiv",
    "version": 2
  }
}