Pith Number

pith:LGNEU5DV

pith:2024:LGNEU5DVCV46SQGRRDIRAQP3GS

not attested not anchored not stored refs pending

Comparing Template-based and Template-free Language Model Probing

Katharina von der Wense, Kevin Bennett, Lawrence E Hunter, Sagi Shaier

arxiv:2402.00123 v2 · 2024-01-31 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{LGNEU5DVCV46SQGRRDIRAQP3GS}

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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 Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol

Receipt and verification

First computed	2026-07-05T09:28:10.353605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

599a4a74751579e940d188d11041fb3496d5329068740ef98d9f2a56915028d8

Aliases

arxiv: 2402.00123 · arxiv_version: 2402.00123v2 · doi: 10.48550/arxiv.2402.00123 · pith_short_12: LGNEU5DVCV46 · pith_short_16: LGNEU5DVCV46SQGR · pith_short_8: LGNEU5DV

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/LGNEU5DVCV46SQGRRDIRAQP3GS \
  | 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: 599a4a74751579e940d188d11041fb3496d5329068740ef98d9f2a56915028d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cab90673c2e41d7338497f9265e03c80cf467ad537e407becd9c73ec21b139d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-31T19:07:37Z",
    "title_canon_sha256": "55b4709ca6cf19e7e79cd42ee6a895a2c322aca5f16ec13cfc202e4aaab4a230"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00123",
    "kind": "arxiv",
    "version": 2
  }
}