Pith Number

pith:MICEXBKL

pith:2025:MICEXBKL4SRSTLD4SDNINTUVZG

not attested not anchored not stored refs pending

The Mirage of Model Editing: Revisiting Evaluation in the Wild

Dawei Yin, Fei Sun, Huawei Shen, Jiajun Tan, Qi Cao, Wanli Yang, Xinyu Ma, Xueqi Cheng

arxiv:2502.11177 v5 · 2025-02-16 · 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{MICEXBKL4SRSTLD4SDNINTUVZG}

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

2 papers in Pith

Revisiting Parameter-Based Knowledge Editing in Large Language Models: Theoretical Limits and Empirical Evidence

BetaEdit: Null-Space Constrained Sequential Model Editing

Receipt and verification

First computed	2026-07-05T11:13:20.362357Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62044b854be4a329ac7c90da86ce95c99696d8427036d19511ba9f42c020af27

Aliases

arxiv: 2502.11177 · arxiv_version: 2502.11177v5 · doi: 10.48550/arxiv.2502.11177 · pith_short_12: MICEXBKL4SRS · pith_short_16: MICEXBKL4SRSTLD4 · pith_short_8: MICEXBKL

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/MICEXBKL4SRSTLD4SDNINTUVZG \
  | 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: 62044b854be4a329ac7c90da86ce95c99696d8427036d19511ba9f42c020af27

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c01b8a0766c81b9c18e7161b9b62f38d1ebb4523336609015c4d0f070bbe8b1b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-16T15:57:55Z",
    "title_canon_sha256": "0b118a4619b920420ee7e62503713906cb11b9743a14255b67a2aef6cfbcc5d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11177",
    "kind": "arxiv",
    "version": 5
  }
}