Pith Number

pith:NNJJUVMY

pith:2023:NNJJUVMYXBNPQLA3TGXO7REXKG

not attested not anchored not stored refs pending

Large Language Models Based Automatic Synthesis of Software Specifications

Abdullah Muzahid, Adhrik Chethan, Javier Turek, Jesmin Jahan Tithi, Shantanu Mandal, S M Farabi Mahmud, Todd A Anderson, Vahid Janfaza

arxiv:2304.09181 v1 · 2023-04-18 · cs.SE · 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{NNJJUVMYXBNPQLA3TGXO7REXKG}

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

1 paper in Pith

Neurosymbolic Auditing of Natural-Language Software Requirements

Receipt and verification

First computed	2026-07-05T06:02:34.690100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b529a5598b85af82c1b99aeefc49751bf13b8ea6545d729fe61fe4ed00cc2d6

Aliases

arxiv: 2304.09181 · arxiv_version: 2304.09181v1 · doi: 10.48550/arxiv.2304.09181 · pith_short_12: NNJJUVMYXBNP · pith_short_16: NNJJUVMYXBNPQLA3 · pith_short_8: NNJJUVMY

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/NNJJUVMYXBNPQLA3TGXO7REXKG \
  | 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: 6b529a5598b85af82c1b99aeefc49751bf13b8ea6545d729fe61fe4ed00cc2d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93062e568a76dff809167d451f4bee71deaf75c0cf175495c63bde49f35d0631",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-18T01:22:44Z",
    "title_canon_sha256": "1c0afcf0049cc504caa4c898a6a1335d91923633da0079686952623ec26b7c80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.09181",
    "kind": "arxiv",
    "version": 1
  }
}