Pith Number

pith:QIQ35BLA

pith:2022:QIQ35BLADBXW3Q2XSW6BR73TNX

not attested not anchored not stored refs pending

Interpreting Neural Networks through the Polytope Lens

Beren Millidge, Carlos Ram\'on Guevara, Connor Leahy, Dan Braun, Eric Winsor, Gabriel Alfour, Jacob Merizian, Kip Parker, Lee Sharkey, Leo Grinsztajn, Sid Black

arxiv:2211.12312 v1 · 2022-11-22 · cs.LG · 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{QIQ35BLADBXW3Q2XSW6BR73TNX}

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

3 papers in Pith

Surrogate Fidelity: When Can Open LLMs Explain Closed Ones?

All Circuits Lead to Rome: Rethinking Functional Anisotropy in Circuit and Sheaf Discovery for LLMs

Understanding the Mechanism of Altruism in Large Language Models

Receipt and verification

First computed	2026-07-05T05:18:15.682099Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8221be8560186f6dc35795bc18ff736dfb14e3592b80c17ad8b94cc8ca54638c

Aliases

arxiv: 2211.12312 · arxiv_version: 2211.12312v1 · doi: 10.48550/arxiv.2211.12312 · pith_short_12: QIQ35BLADBXW · pith_short_16: QIQ35BLADBXW3Q2X · pith_short_8: QIQ35BLA

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/QIQ35BLADBXW3Q2XSW6BR73TNX \
  | 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: 8221be8560186f6dc35795bc18ff736dfb14e3592b80c17ad8b94cc8ca54638c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00bb82f4f432308061037e5a7b301f9dc1ad9a0ab1a1380384f3513f96813e85",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-22T15:03:48Z",
    "title_canon_sha256": "4df2f71ba598c9b4a075a763e945d8b52504ef8f7c1f0021d61636293267def4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.12312",
    "kind": "arxiv",
    "version": 1
  }
}