Pith Number

pith:KLFSTIA2

pith:2023:KLFSTIA2TRGAQ5KOGLFHQGT4IC

not attested not anchored not stored refs pending

Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks

Jesse Thomason, Robin Jia, Ting-Yun Chang

arxiv:2311.09060 v2 · 2023-11-15 · 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{KLFSTIA2TRGAQ5KOGLFHQGT4IC}

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.

Receipt and verification

First computed	2026-07-05T08:03:08.530865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52cb29a01a9c4c08754e32ca781a7c40995e5eda5235ea197032ed8742b2a979

Aliases

arxiv: 2311.09060 · arxiv_version: 2311.09060v2 · doi: 10.48550/arxiv.2311.09060 · pith_short_12: KLFSTIA2TRGA · pith_short_16: KLFSTIA2TRGAQ5KO · pith_short_8: KLFSTIA2

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/KLFSTIA2TRGAQ5KOGLFHQGT4IC \
  | 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: 52cb29a01a9c4c08754e32ca781a7c40995e5eda5235ea197032ed8742b2a979

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f65ae38c6e5002e6146f6f2a513d19e4478f6e4997ddceabcbead76cd3f51165",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-15T15:52:40Z",
    "title_canon_sha256": "0c1adedcabd321d9c9b771b2b9a319d469d9789764a1def76cb77c3fda227065"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09060",
    "kind": "arxiv",
    "version": 2
  }
}