Pith Number

pith:NW5HOPP6

pith:2022:NW5HOPP6QEQRJL3AMJPJCPBRGE

not attested not anchored not stored refs pending

Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models

Arul Menezes, Matt Post, Vikas Raunak

arxiv:2212.00006 v1 · 2022-11-19 · cs.HC · cs.CL · cs.CV · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NW5HOPP6QEQRJL3AMJPJCPBRGE}

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	2026-07-05T05:21:16.821926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dba773dfe812114af60625e913c31313bcdb81f229cdc2a4bc6085098da9de5

Aliases

arxiv: 2212.00006 · arxiv_version: 2212.00006v1 · doi: 10.48550/arxiv.2212.00006 · pith_short_12: NW5HOPP6QEQR · pith_short_16: NW5HOPP6QEQRJL3A · pith_short_8: NW5HOPP6

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/NW5HOPP6QEQRJL3AMJPJCPBRGE \
  | 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: 6dba773dfe812114af60625e913c31313bcdb81f229cdc2a4bc6085098da9de5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6657930a97f73411fccc73ef85380fcef74d0cfbfd5fd97e2829fe01350fb79",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2022-11-19T06:39:43Z",
    "title_canon_sha256": "f2ac2714cd467479563d0a40adde32aabe1290656cbc4019da0be7b0c0857fe5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.00006",
    "kind": "arxiv",
    "version": 1
  }
}