Pith Number

pith:5CSB3HTO

pith:2024:5CSB3HTOERUEJDZKEJVP5KNJIH

not attested not anchored not stored refs pending

Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution

Ali Payani, Bo Shen, Fan Yang, Haiyan Zhao, Heng Zhao, Mengnan Du

arxiv:2410.00153 v3 · 2024-09-30 · cs.CL · cs.AI · 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{5CSB3HTOERUEJDZKEJVP5KNJIH}

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

4 papers in Pith

When is Your LLM Steerable?

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis

Causal Probing for Internal Visual Representations in Multimodal Large Language Models

Cell-Based Representation of Relational Binding in Language Models

Receipt and verification

First computed	2026-07-05T10:58:45.902300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8a41d9e6e2468448f2a226afea9a941f197beb81942d9b9ea9698434a060811

Aliases

arxiv: 2410.00153 · arxiv_version: 2410.00153v3 · doi: 10.48550/arxiv.2410.00153 · pith_short_12: 5CSB3HTOERUE · pith_short_16: 5CSB3HTOERUEJDZK · pith_short_8: 5CSB3HTO

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/5CSB3HTOERUEJDZKEJVP5KNJIH \
  | 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: e8a41d9e6e2468448f2a226afea9a941f197beb81942d9b9ea9698434a060811

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbc2e6a7182a184cda7bc3231631ac2f111a25256bb66b910745413d1053df14",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-30T18:52:53Z",
    "title_canon_sha256": "9a84987b0679308fcdeaef082f44ddbcfdc4f04251d295e839251407cdecf961"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.00153",
    "kind": "arxiv",
    "version": 3
  }
}