Pith Number

pith:UASZMZX7

pith:2025:UASZMZX7QPQ72HM6OTVGS24OQE

not attested not anchored not stored refs pending

Small Edits, Big Consequences: Telling Good from Bad Robustness in Large Language Models

Altynbek Ismailov, Salia Asanova

arxiv:2507.15868 v1 · 2025-07-15 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UASZMZX7QPQ72HM6OTVGS24OQE}

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

Learning Perturbations to Extrapolate Your LLM

Receipt and verification

First computed	2026-07-05T11:40:58.354572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0259666ff83e1fd1d9e74ea696b8e810c5daccb8d4086d94d9c09062506fab0

Aliases

arxiv: 2507.15868 · arxiv_version: 2507.15868v1 · doi: 10.48550/arxiv.2507.15868 · pith_short_12: UASZMZX7QPQ7 · pith_short_16: UASZMZX7QPQ72HM6 · pith_short_8: UASZMZX7

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/UASZMZX7QPQ72HM6OTVGS24OQE \
  | 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: a0259666ff83e1fd1d9e74ea696b8e810c5daccb8d4086d94d9c09062506fab0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa378551f2a67bec569bc85e30be60f53fb06c0551364b28c7cd653313bf255f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-15T03:22:07Z",
    "title_canon_sha256": "6d72e4b72524d32235aab28a27e56f3070f8099cc8ffb9751961c34565ce5a41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15868",
    "kind": "arxiv",
    "version": 1
  }
}