Pith Number

pith:JVF5XXJW

pith:2023:JVF5XXJW3A76VXH2NULT6INMAS

not attested not anchored not stored refs pending

A Comprehensive Overview of Large Language Models

Ajmal Mian, Asad Ullah Khan, Humza Naveed, Muhammad Saqib, Muhammad Usman, Naveed Akhtar, Nick Barnes, Saeed Anwar, Shi Qiu

arxiv:2307.06435 v10 · 2023-07-12 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JVF5XXJW3A76VXH2NULT6INMAS}

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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

29 papers in Pith

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Large Language Models for Market Research: A Data-augmentation Approach

Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026)

Large Language Models for Multi-Robot Systems: A Survey

Receipt and verification

First computed	2026-05-19T20:22:35.215142Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d4bdbdd36d83feadcfa6d173f21ac049ae1772e2d532d8d5508ba0ce9836670

Aliases

arxiv: 2307.06435 · arxiv_version: 2307.06435v10 · doi: 10.48550/arxiv.2307.06435 · pith_short_12: JVF5XXJW3A76 · pith_short_16: JVF5XXJW3A76VXH2 · pith_short_8: JVF5XXJW

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/JVF5XXJW3A76VXH2NULT6INMAS \
  | 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: 4d4bdbdd36d83feadcfa6d173f21ac049ae1772e2d532d8d5508ba0ce9836670

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ec43e1d2602fa789ae1d2b9c30090c438e140099b41e7b9790a0fa03b6abfc4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-12T20:01:52Z",
    "title_canon_sha256": "a929805a8d206b3bb017663af7f174fd25e53860e02d9c0d649b89425e29bb08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.06435",
    "kind": "arxiv",
    "version": 10
  }
}