Pith Number

pith:6LMGASGW

pith:2024:6LMGASGWIIBY2UJIRC3HUREUAK

not attested not anchored not stored refs pending

Combining Induction and Transduction for Abstract Reasoning

Caleb Woo, Carter Larsen, Dat Nguyen, Hao Tang, Kevin Ellis, Keya Hu, Michelangelo Naim, Simon Alford, Spencer M. Dunn, Wei-Long Zheng, Wen-Ding Li, Yewen Pu, Yuqing Wu, Zenna Tavares

arxiv:2411.02272 v4 · 2024-11-04 · cs.LG · cs.AI · 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{6LMGASGWIIBY2UJIRC3HUREUAK}

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

3 papers in Pith

Transferability for General Reasoning: An Automated Curriculum for Multi-Domain RLVR

One Step Forward and K Steps Back: Better Reasoning with Denoising Recursion Models

Receipt and verification

First computed	2026-07-05T09:43:11.133770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2d86048d642038d512888b67a449402920cb9abce1519d3a7c8f6bec15100ec

Aliases

arxiv: 2411.02272 · arxiv_version: 2411.02272v4 · doi: 10.48550/arxiv.2411.02272 · pith_short_12: 6LMGASGWIIBY · pith_short_16: 6LMGASGWIIBY2UJI · pith_short_8: 6LMGASGW

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/6LMGASGWIIBY2UJIRC3HUREUAK \
  | 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: f2d86048d642038d512888b67a449402920cb9abce1519d3a7c8f6bec15100ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "783f2812281a10859895da386ed963ea44746da6de20506d77ba11b45f987b8f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-04T17:03:55Z",
    "title_canon_sha256": "3943cdac51335bef186ea108d2303043c59fc70365e7c94d6612c47df3239614"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02272",
    "kind": "arxiv",
    "version": 4
  }
}