Pith Number

pith:XQQOTETC

pith:2025:XQQOTETCIIRWUINASIZJIZACCX

not attested not anchored not stored refs pending

An Empirical Exploration of ChatGPT's Ability to Support Problem Formulation Tasks for Mission Engineering and a Documentation of its Performance Variability

Max Ofsa, Taylan G. Topcu

arxiv:2502.03511 v1 · 2025-02-05 · cs.SE · cs.AI · 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{XQQOTETCIIRWUINASIZJIZACCX}

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

Trust at Your Own Peril: A Mixed Methods Exploration of the Ability of Large Language Models to Generate Expert-Like Systems Engineering Artifacts and a Characterization of Failure Modes

Receipt and verification

First computed	2026-07-05T10:10:11.375636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc20e9926242236a21a0923294640215ea521a1499ab51e1786d09c824c9af72

Aliases

arxiv: 2502.03511 · arxiv_version: 2502.03511v1 · doi: 10.48550/arxiv.2502.03511 · pith_short_12: XQQOTETCIIRW · pith_short_16: XQQOTETCIIRWUINA · pith_short_8: XQQOTETC

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/XQQOTETCIIRWUINASIZJIZACCX \
  | 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: bc20e9926242236a21a0923294640215ea521a1499ab51e1786d09c824c9af72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d341701050832e1d933b6b888d0c3467e153536547f062bb810433c1d3fb401",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-02-05T17:58:23Z",
    "title_canon_sha256": "50365d571ec312a97b03f88a328a53d804d576614f285ea2fb3b91de41e8c634"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03511",
    "kind": "arxiv",
    "version": 1
  }
}