Pith Number

pith:VZGLVJCE

pith:2023:VZGLVJCEZLYAIXQSUP7YHN7GGO

not attested not anchored not stored refs pending

Using Foundation Models to Detect Policy Violations with Minimal Supervision

Frederick Liu, Mukund Sundararajan, Sid Mittal, Vineet Gupta

arxiv:2306.06234 v1 · 2023-06-09 · 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{VZGLVJCEZLYAIXQSUP7YHN7GGO}

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.

Receipt and verification

First computed	2026-07-05T06:19:22.280425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae4cbaa444caf0045e12a3ff83b7e6339ff567888dba922c0c17620d62769b24

Aliases

arxiv: 2306.06234 · arxiv_version: 2306.06234v1 · doi: 10.48550/arxiv.2306.06234 · pith_short_12: VZGLVJCEZLYA · pith_short_16: VZGLVJCEZLYAIXQS · pith_short_8: VZGLVJCE

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/VZGLVJCEZLYAIXQSUP7YHN7GGO \
  | 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: ae4cbaa444caf0045e12a3ff83b7e6339ff567888dba922c0c17620d62769b24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b60069942b863d7b874c02bd3eb0ca9f6e7967433a08b0a92d429394ed0103ec",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-09T20:08:48Z",
    "title_canon_sha256": "db13841b6c34acb155d86e88940e19c894b3d5d024b2188c710a4031a65484f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06234",
    "kind": "arxiv",
    "version": 1
  }
}