Pith Number

pith:MTCO23JL

pith:2025:MTCO23JL3H7KXC64V77GGH6IX2

not attested not anchored not stored refs pending

Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning

Haoyu Wang, Hui Liu, Jing Gao, Jun Huan, Monica Xiao Cheng, Qingyu Yin, Ruirui Li, Tianci Liu, Tianqi Zheng, Xianfeng Tang, Yunzhe Qi

arxiv:2503.00306 v1 · 2025-03-01 · cs.CL · 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{MTCO23JL3H7KXC64V77GGH6IX2}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T10:22:20.403848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64c4ed6d2bd9feab8bdcaffe631fc8beb7ca0b29cb3468cb493b184d793a0921

Aliases

arxiv: 2503.00306 · arxiv_version: 2503.00306v1 · doi: 10.48550/arxiv.2503.00306 · pith_short_12: MTCO23JL3H7K · pith_short_16: MTCO23JL3H7KXC64 · pith_short_8: MTCO23JL

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/MTCO23JL3H7KXC64V77GGH6IX2 \
  | 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: 64c4ed6d2bd9feab8bdcaffe631fc8beb7ca0b29cb3468cb493b184d793a0921

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b19e35ab906ac11b4cc206d0d358c3ffd642276f8d31af6e6f65ca727090ca0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-01T02:34:44Z",
    "title_canon_sha256": "cfc128eb638832f20af8c63c9e8e441a5db8b9b685d063dbfd689de259c03f38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00306",
    "kind": "arxiv",
    "version": 1
  }
}