Pith Number

pith:GNL633GN

pith:2024:GNL633GNGOYMBT3L4P2OGW3ADD

not attested not anchored not stored refs pending

The Future of Learning in the Age of Generative AI: Automated Question Generation and Assessment with Large Language Models

Aniket Deroy, Subhankar Maity

arxiv:2410.09576 v1 · 2024-10-12 · cs.CL · 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{GNL633GNGOYMBT3L4P2OGW3ADD}

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	2026-07-05T09:19:40.949255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3357edeccd33b0c0cf6be3f4e35b6018c4ce91c1008ba68e3b6845a0f9a00e11

Aliases

arxiv: 2410.09576 · arxiv_version: 2410.09576v1 · doi: 10.48550/arxiv.2410.09576 · pith_short_12: GNL633GNGOYM · pith_short_16: GNL633GNGOYMBT3L · pith_short_8: GNL633GN

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/GNL633GNGOYMBT3L4P2OGW3ADD \
  | 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: 3357edeccd33b0c0cf6be3f4e35b6018c4ce91c1008ba68e3b6845a0f9a00e11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3aa395f54fe73f7566520c0744a45b8cb56b105375f4bddfed76829049ee6a8b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-12T15:54:53Z",
    "title_canon_sha256": "8ffe0203b0c751103cbedd4bf43f826baed1ad7ba12fb145150a943d9ecffe9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09576",
    "kind": "arxiv",
    "version": 1
  }
}