Pith Number

pith:KO4RXHCD

pith:2023:KO4RXHCDVDXSH5FYURFQK6QJ7N

not attested not anchored not stored refs pending

Concept Algebra for (Score-Based) Text-Controlled Generative Models

Jeffrey Negrea, Lin Gui, Victor Veitch, Zihao Wang

arxiv:2302.03693 v6 · 2023-02-07 · cs.CL · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KO4RXHCDVDXSH5FYURFQK6QJ7N}

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

2 papers in Pith

Learning Interactive Real-World Simulators

The Linear Representation Hypothesis and the Geometry of Large Language Models

Receipt and verification

First computed	2026-07-05T07:42:38.805326Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53b91b9c43a8ef23f4b8a44b057a09fb6f2396bbaedec1c349b73a39e54a5fa8

Aliases

arxiv: 2302.03693 · arxiv_version: 2302.03693v6 · doi: 10.48550/arxiv.2302.03693 · pith_short_12: KO4RXHCDVDXS · pith_short_16: KO4RXHCDVDXSH5FY · pith_short_8: KO4RXHCD

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/KO4RXHCDVDXSH5FYURFQK6QJ7N \
  | 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: 53b91b9c43a8ef23f4b8a44b057a09fb6f2396bbaedec1c349b73a39e54a5fa8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47eaca816b5b65e166c0ddb176ac76151fce02ef3ac9af3bec289ef9a7ee4737",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-07T20:43:48Z",
    "title_canon_sha256": "1c7f9ca87e8d0924d7098a74708280826efe8fc4c9fa3e4defd5036f2c59076b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03693",
    "kind": "arxiv",
    "version": 6
  }
}