Pith Number

pith:H2PM6DFQ

pith:2024:H2PM6DFQMM5O6CJYSJMJIIQ5HA

not attested not anchored not stored refs pending

100 instances is all you need: predicting the success of a new LLM on unseen data by testing on a few instances

Jos\'e Hern\'andez-Orallo, Lorenzo Pacchiardi, Lucy G. Cheke

arxiv:2409.03563 v1 · 2024-09-05 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H2PM6DFQMM5O6CJYSJMJIIQ5HA}

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

4 papers in Pith

Validity Threats for Foundation Model Research

Efficient Benchmarking Is Just Feature Selection and Multiple Regression

On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows

Receipt and verification

First computed	2026-07-05T09:03:33.253554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e9ecf0cb0633aef0938925894221d3808db1e1b0f48ebc0fb23afa1b42934c3

Aliases

arxiv: 2409.03563 · arxiv_version: 2409.03563v1 · doi: 10.48550/arxiv.2409.03563 · pith_short_12: H2PM6DFQMM5O · pith_short_16: H2PM6DFQMM5O6CJY · pith_short_8: H2PM6DFQ

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/H2PM6DFQMM5O6CJYSJMJIIQ5HA \
  | 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: 3e9ecf0cb0633aef0938925894221d3808db1e1b0f48ebc0fb23afa1b42934c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c95143b07f94c9a89f66b85eb18f5f1629b33ba31fc861a9c0b2d34cbb7d6f54",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-05T14:19:45Z",
    "title_canon_sha256": "0065ba5c1383bbcd7090b5f56d60d8115962cfd3f2d6f5c7df18767c33bc997d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03563",
    "kind": "arxiv",
    "version": 1
  }
}