Pith Number

pith:KVMXKZIA

pith:2023:KVMXKZIACYBGHPMA2GWYU66VDF

not attested not anchored not stored refs pending

Skill-Mix: a Flexible and Expandable Family of Evaluations for AI models

Anirudh Goyal, Arushi Gupta, Dingli Yu, Jonah Brown-Cohen, Sanjeev Arora, Simran Kaur

arxiv:2310.17567 v1 · 2023-10-26 · cs.CL · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KVMXKZIACYBGHPMA2GWYU66VDF}

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

6 papers in Pith

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning

Generative Skill Composition for LLM Agents

Composable Crystals: Controllable Materials Discovery via Concept Learning

A ghost mechanism: An analytical model of abrupt learning in recurrent networks

Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models

Receipt and verification

First computed	2026-07-05T07:05:36.248440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5559756500160263bd80d1ad8a7bd51963bc56d71f63f00aac9f2d10378ab105

Aliases

arxiv: 2310.17567 · arxiv_version: 2310.17567v1 · doi: 10.48550/arxiv.2310.17567 · pith_short_12: KVMXKZIACYBG · pith_short_16: KVMXKZIACYBGHPMA · pith_short_8: KVMXKZIA

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/KVMXKZIACYBGHPMA2GWYU66VDF \
  | 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: 5559756500160263bd80d1ad8a7bd51963bc56d71f63f00aac9f2d10378ab105

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d54a1fb6615df161f60ad2337999022294ba326a3a4dfe80d933b8e0c81e0af0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-26T16:55:05Z",
    "title_canon_sha256": "09f1f8821838538d0155ede5e1be926f9b8c38f2b4846a1f4bbfc5a2f1c313aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17567",
    "kind": "arxiv",
    "version": 1
  }
}