Pith Number

pith:JGLQSOTL

pith:2023:JGLQSOTL7HBXGR66ZTKJG2IL6E

not attested not anchored not stored refs pending

Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution

Jaap Jumelet, Willem Zuidema

arxiv:2310.14840 v1 · 2023-10-23 · 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{JGLQSOTL7HBXGR66ZTKJG2IL6E}

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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

Rethinking Memorization Measures and their Implications in Large Language Models

Receipt and verification

First computed	2026-07-05T07:04:02.822591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4997093a6bf9c37347deccd493690bf10a2ae0239c7578875a8feacafba26469

Aliases

arxiv: 2310.14840 · arxiv_version: 2310.14840v1 · doi: 10.48550/arxiv.2310.14840 · pith_short_12: JGLQSOTL7HBX · pith_short_16: JGLQSOTL7HBXGR66 · pith_short_8: JGLQSOTL

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/JGLQSOTL7HBXGR66ZTKJG2IL6E \
  | 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: 4997093a6bf9c37347deccd493690bf10a2ae0239c7578875a8feacafba26469

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb9ae770c049643bc0d4fa91f05cfa658e70d7a5cafef9bc48541ae615abefc2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-23T12:03:01Z",
    "title_canon_sha256": "1c009fbb4a3c5c259b6f0ce0ebaf2e3c5c6b7965f9de1a013d019d90311ac0e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14840",
    "kind": "arxiv",
    "version": 1
  }
}