Pith Number

pith:MLAUHYGD

pith:2024:MLAUHYGDHUVZ6UQ57AYTWIX4K6

not attested not anchored not stored refs pending

From Understanding to Utilization: A Survey on Explainability for Large Language Models

Haoyan Luo, Lucia Specia

arxiv:2401.12874 v2 · 2024-01-23 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MLAUHYGDHUVZ6UQ57AYTWIX4K6}

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

7 papers in Pith

Multi-component Causal Tracing in Large Language Models

Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems

Multi-agent Self-triage System with Medical Flowcharts

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Don't Lose Focus: Activation Steering via Key-Orthogonal Projections

Receipt and verification

First computed	2026-07-05T07:48:02.814134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62c143e0c33d2b9f521df8313b22fc57ac76498a786054f0451591c1e998bf44

Aliases

arxiv: 2401.12874 · arxiv_version: 2401.12874v2 · doi: 10.48550/arxiv.2401.12874 · pith_short_12: MLAUHYGDHUVZ · pith_short_16: MLAUHYGDHUVZ6UQ5 · pith_short_8: MLAUHYGD

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/MLAUHYGDHUVZ6UQ57AYTWIX4K6 \
  | 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: 62c143e0c33d2b9f521df8313b22fc57ac76498a786054f0451591c1e998bf44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b992aa9c62c4f3db26cc700705fa2860613155b1a5da3717f8162cba3e9af808",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-23T16:09:53Z",
    "title_canon_sha256": "2362f3875cd483dda5a891809506fa3d904d6bf11e124fe1fb44a51de60948ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12874",
    "kind": "arxiv",
    "version": 2
  }
}