Pith Number

pith:I7TTSCBB

pith:2024:I7TTSCBBDITVS7DPRSYLG7JG6L

not attested not anchored not stored refs pending

Leveraging Large Language Models to Enhance Domain Expert Inclusion in Data Science Workflows

Hariharan Subramonyam, Jasmine Y. Shih, Vishal Mohanty, Yannis Katsis

arxiv:2405.02260 v1 · 2024-05-03 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I7TTSCBBDITVS7DPRSYLG7JG6L}

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	2026-07-05T08:15:09.112493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47e73908211a27597c6f8cb0b37d26f2e722c6a8c207ab5420114c9da2fbeb0d

Aliases

arxiv: 2405.02260 · arxiv_version: 2405.02260v1 · doi: 10.48550/arxiv.2405.02260 · pith_short_12: I7TTSCBBDITV · pith_short_16: I7TTSCBBDITVS7DP · pith_short_8: I7TTSCBB

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/I7TTSCBBDITVS7DPRSYLG7JG6L \
  | 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: 47e73908211a27597c6f8cb0b37d26f2e722c6a8c207ab5420114c9da2fbeb0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4a53fb8eb2b419214a160b9a1bc71dc34e5687c1137aab196594981419792d9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-05-03T17:22:15Z",
    "title_canon_sha256": "8a0db2d8359edd19f2b4bbf80f6f37790c730fdf06288735569a47c5ea5e1aa8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02260",
    "kind": "arxiv",
    "version": 1
  }
}