Pith Number

pith:VPABSCA7

pith:2026:VPABSCA7BPC2VWGIQFDLJ2C7OJ

not attested not anchored not stored refs pending

Demystify, Use, Reflect, Assess (DURA): An Experience Report on LLM Integration in CS2

Jake O'Brien, Margaret Ellis, Mohammed Farghally, Naren Ramakrishnan, Nikitha Donekal Chandrashekar, Sehrish Basir Nizamani

arxiv:2606.30908 v1 · 2026-06-29 · 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{VPABSCA7BPC2VWGIQFDLJ2C7OJ}

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	2026-07-01T00:17:21.337628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abc019081f0bc5aad8c88146b4e85f7277cb008568e54b3f3c4d249439e5af11

Aliases

arxiv: 2606.30908 · arxiv_version: 2606.30908v1 · doi: 10.48550/arxiv.2606.30908 · pith_short_12: VPABSCA7BPC2 · pith_short_16: VPABSCA7BPC2VWGI · pith_short_8: VPABSCA7

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/VPABSCA7BPC2VWGIQFDLJ2C7OJ \
  | 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: abc019081f0bc5aad8c88146b4e85f7277cb008568e54b3f3c4d249439e5af11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b951e5c1916137967d0ad1f37471249dc258c02b318c250ea404c19731a925a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-06-29T20:57:52Z",
    "title_canon_sha256": "ae0e99f9c153c6a579a9f700704b91a7531f6cee248ba54613a2e5096700f841"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30908",
    "kind": "arxiv",
    "version": 1
  }
}