Pith Number

pith:E6OAEVQZ

pith:2023:E6OAEVQZCZ724XZVXJ4EYYSPOW

not attested not anchored not stored refs pending

Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models

Saeed Hassanpour, Sean Xie, Soroush Vosoughi

arxiv:2311.01732 v2 · 2023-11-03 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E6OAEVQZCZ724XZVXJ4EYYSPOW}

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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

Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off

Receipt and verification

First computed	2026-07-05T07:12:01.140659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

279c025619167fae5f35ba784c624f75bc6dc98fb28d0e5c48d824f0976f100b

Aliases

arxiv: 2311.01732 · arxiv_version: 2311.01732v2 · doi: 10.48550/arxiv.2311.01732 · pith_short_12: E6OAEVQZCZ72 · pith_short_16: E6OAEVQZCZ724XZV · pith_short_8: E6OAEVQZ

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/E6OAEVQZCZ724XZVXJ4EYYSPOW \
  | 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: 279c025619167fae5f35ba784c624f75bc6dc98fb28d0e5c48d824f0976f100b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "196b3c99577fc34f38073178905f660f06d78a55fc33225c29a7a30e9a917c95",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-03T05:55:32Z",
    "title_canon_sha256": "a5d52e28b108fa34ff9cf882bbfa43f5ba499b63b6173674890ad00f9041d46f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01732",
    "kind": "arxiv",
    "version": 2
  }
}