Pith Number

pith:4YU3NEOQ

pith:2024:4YU3NEOQ6GCW2PJD5OJEUDQL5K

not attested not anchored not stored refs pending

Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions

Deepanway Ghosal, Navonil Majumder, Pengfei Hong, Rada Mihalcea, Somak Aditya, Soujanya Poria

arxiv:2401.09395 v6 · 2024-01-17 · 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{4YU3NEOQ6GCW2PJD5OJEUDQL5K}

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

5 papers in Pith

In Context Learning and Reasoning for Symbolic Regression with Large Language Models

Decomposed Trust: Privacy, Adversarial Robustness, Ethics, and Fairness in Low-Rank LLMs

Hallucination is Inevitable: An Innate Limitation of Large Language Models

GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Disentangling Mathematical Reasoning in LLMs: A Methodological Investigation of Internal Mechanisms

Receipt and verification

First computed	2026-07-05T09:30:06.360634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e629b691d0f1856d3d23eb924a0e0beaa4dc28786e763c06c2c40b9e0762d198

Aliases

arxiv: 2401.09395 · arxiv_version: 2401.09395v6 · doi: 10.48550/arxiv.2401.09395 · pith_short_12: 4YU3NEOQ6GCW · pith_short_16: 4YU3NEOQ6GCW2PJD · pith_short_8: 4YU3NEOQ

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/4YU3NEOQ6GCW2PJD5OJEUDQL5K \
  | 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: e629b691d0f1856d3d23eb924a0e0beaa4dc28786e763c06c2c40b9e0762d198

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e506152c72b7100560f74ded004fded4609f28905ca0b4c57702b3d6877d7fe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-17T18:13:07Z",
    "title_canon_sha256": "0ba4c04038b6fb06cdc8bf6f03e1574fcc01ae0e944f9ad3724fbd0f0b9334d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.09395",
    "kind": "arxiv",
    "version": 6
  }
}