Pith Number

pith:AMJZP7WC

pith:2023:AMJZP7WCW2Y5KK7ELX7QRKVM3N

not attested not anchored not stored refs pending

Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions

Athanasios V. Vasilakos, Chemmalar Selvi G, Deepti Raj G, Gautam Srivastava, Gokul Yenduri, Prabadevi B, Praveen Kumar Reddy Maddikunta, Ramalingam M, Rutvij H Jhaveri, Supriya Y, Thippa Reddy Gadekallu, Weizheng Wang

arxiv:2305.10435 v2 · 2023-05-11 · 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{AMJZP7WCW2Y5KK7ELX7QRKVM3N}

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

A Survey of Large Language Models for Perception and Measurement of Human Psychology

Receipt and verification

First computed	2026-07-05T06:12:03.421443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

031397fec2b6b1d52be45dff08aaacdb55a281c4e8b3a803f04f5640b02b53f0

Aliases

arxiv: 2305.10435 · arxiv_version: 2305.10435v2 · doi: 10.48550/arxiv.2305.10435 · pith_short_12: AMJZP7WCW2Y5 · pith_short_16: AMJZP7WCW2Y5KK7E · pith_short_8: AMJZP7WC

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/AMJZP7WCW2Y5KK7ELX7QRKVM3N \
  | 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: 031397fec2b6b1d52be45dff08aaacdb55a281c4e8b3a803f04f5640b02b53f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1df90265e19054394cb9af32096a830ab664c48c7fe3960ae5b224e4b9a4e147",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-11T19:20:38Z",
    "title_canon_sha256": "f6f672b300748bb62ec4c917d1aa63dad343671b2b7cfa5398435b57eaa9e71b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10435",
    "kind": "arxiv",
    "version": 2
  }
}