Pith Number

pith:J5PDCDDF

pith:2023:J5PDCDDFQOPBMU3MWATRS63CMQ

not attested not anchored not stored refs pending

SoK: Memorization in General-Purpose Large Language Models

Anshuman Suri, David Evans, Robert West, Shruti Tople, Valentin Hartmann, Vincent Bindschaedler

arxiv:2310.18362 v1 · 2023-10-24 · cs.CL · cs.CR · 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{J5PDCDDFQOPBMU3MWATRS63CMQ}

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

3 papers in Pith

LLM-ACES: Closed-Loop Discovery of Dynamical Systems with LLM-Guided Adaptive Search

Probing Memorization of Tabular In-Context Learning

Output Vector Editing for Memorization Mitigation in Large Language Models

Receipt and verification

First computed	2026-07-05T07:06:07.414560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f5e310c65839e16536cb027197b62641e39cf5cca0618fa2402885b6dace6ff

Aliases

arxiv: 2310.18362 · arxiv_version: 2310.18362v1 · doi: 10.48550/arxiv.2310.18362 · pith_short_12: J5PDCDDFQOPB · pith_short_16: J5PDCDDFQOPBMU3M · pith_short_8: J5PDCDDF

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/J5PDCDDFQOPBMU3MWATRS63CMQ \
  | 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: 4f5e310c65839e16536cb027197b62641e39cf5cca0618fa2402885b6dace6ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1044e55a9f9bdfa6b531010f87440262eeae8feb23b9a0e2731fb4cf73d26f9d",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-24T14:25:53Z",
    "title_canon_sha256": "9c439d631bd5271ef30c451ff4fc169ab5b1a2ce76becd88d60d9cb63a1dab82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.18362",
    "kind": "arxiv",
    "version": 1
  }
}