Pith Number

pith:MTTKZMIE

pith:2025:MTTKZMIE3ASAOER2BZMFS2FYHW

not attested not anchored not stored refs pending

Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities

Jungang Li, Junyan Zhang, Junzhuo Li, Shuliang Liu, Sicheng Tao, Song Dai, Xuming Hu, Yibo Yan, Yonghua Hei, Yubo Gao, Zhaorui Hou

arxiv:2505.21191 v1 · 2025-05-27 · 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{MTTKZMIE3ASAOER2BZMFS2FYHW}

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	2026-07-05T11:10:38.539887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64e6acb104d82407123a0e585968b83dbd953b64ccddacee3027ca4ac0fbd55b

Aliases

arxiv: 2505.21191 · arxiv_version: 2505.21191v1 · doi: 10.48550/arxiv.2505.21191 · pith_short_12: MTTKZMIE3ASA · pith_short_16: MTTKZMIE3ASAOER2 · pith_short_8: MTTKZMIE

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/MTTKZMIE3ASAOER2BZMFS2FYHW \
  | 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: 64e6acb104d82407123a0e585968b83dbd953b64ccddacee3027ca4ac0fbd55b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce64e229e73302586cecb9c65a317cc1260ae1049a9505e8680d168406bb03fb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-27T13:40:28Z",
    "title_canon_sha256": "47cf58ee6e6a3a752ef4640398783f030a953a5478325a7b6db0cbfc173fc694"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21191",
    "kind": "arxiv",
    "version": 1
  }
}