Pith Number

pith:B26E4NR2

pith:2023:B26E4NR26NE4XGL6Q7QMOFPKIT

not attested not anchored not stored refs pending

Conversational Challenges in AI-Powered Data Science: Obstacles, Needs, and Design Opportunities

Ananya Singha, Anna Fariha, Ashish Tiwari, Austin Z. Henley, Bhavya Chopra, Chris Parnin, Sumit Gulwani

arxiv:2310.16164 v1 · 2023-10-24 · 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{B26E4NR26NE4XGL6Q7QMOFPKIT}

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

2 papers in Pith

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks

Omakase: proactive assistance with actionable suggestions for evolving scientific research projects

Receipt and verification

First computed	2026-07-05T07:04:53.391215Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ebc4e363af349cb997e87e0c715ea44de78c3ef4db38cd214ed95084f4caf57

Aliases

arxiv: 2310.16164 · arxiv_version: 2310.16164v1 · doi: 10.48550/arxiv.2310.16164 · pith_short_12: B26E4NR26NE4 · pith_short_16: B26E4NR26NE4XGL6 · pith_short_8: B26E4NR2

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/B26E4NR26NE4XGL6Q7QMOFPKIT \
  | 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: 0ebc4e363af349cb997e87e0c715ea44de78c3ef4db38cd214ed95084f4caf57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac964cbb4c4d0d967ff0a1741d057884517c7fd85f8efbf1d702df483a523704",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-10-24T20:19:07Z",
    "title_canon_sha256": "e3b81f1a38c83b1707e6ffa091920a0d5e5629daeb03c973c72bd7d02e6da935"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16164",
    "kind": "arxiv",
    "version": 1
  }
}