Pith Number

pith:6K6TYYGY

pith:2024:6K6TYYGYPAQNU2TSAQ3G5IFID3

not attested not anchored not stored refs pending

Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios

Anthony Sicilia, Malihe Alikhani, Sabit Hassan

arxiv:2410.11114 v1 · 2024-10-14 · 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{6K6TYYGYPAQNU2TSAQ3G5IFID3}

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

Reconstructing Biological Pathways by Applying Selective Incremental Learning to (Very) Small Language Models

Receipt and verification

First computed	2026-07-05T09:20:29.350970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2bd3c60d87820da6a7204366ea0a81ed479718505ab183c550eaee3c7a4d8ec

Aliases

arxiv: 2410.11114 · arxiv_version: 2410.11114v1 · doi: 10.48550/arxiv.2410.11114 · pith_short_12: 6K6TYYGYPAQN · pith_short_16: 6K6TYYGYPAQNU2TS · pith_short_8: 6K6TYYGY

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/6K6TYYGYPAQNU2TSAQ3G5IFID3 \
  | 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: f2bd3c60d87820da6a7204366ea0a81ed479718505ab183c550eaee3c7a4d8ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9418af76c21bd5373901ed69dcd1cc94015a22194c63266c5db8cb12d925a14",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-14T21:48:14Z",
    "title_canon_sha256": "07fc3ceb9004e1a7b2c343d4fdccb8900294fdfdce8bff67aedb1ae7246289de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.11114",
    "kind": "arxiv",
    "version": 1
  }
}