Pith Number

pith:K7NH3OJL

pith:2023:K7NH3OJL4VIVOGKIRNU26SZP3H

not attested not anchored not stored refs pending

Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes

Andrew Hojel, Avanika Narayan, Brandon Yang, Christopher R\'e, Immanuel Trummer, Sabri Eyuboglu, Simran Arora

arxiv:2304.09433 v3 · 2023-04-19 · 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{K7NH3OJL4VIVOGKIRNU26SZP3H}

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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

10 papers in Pith

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Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix It

Morphing into Hybrid Attention Models

Train the Trainers -- An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments

Gated Linear Attention Transformers with Hardware-Efficient Training

Receipt and verification

First computed	2026-07-05T10:25:58.192660Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57da7db92be5515719488b69af4b2fd9ef99df9bb73c1c717ed1a8e5e60b08a7

Aliases

arxiv: 2304.09433 · arxiv_version: 2304.09433v3 · doi: 10.48550/arxiv.2304.09433 · pith_short_12: K7NH3OJL4VIV · pith_short_16: K7NH3OJL4VIVOGKI · pith_short_8: K7NH3OJL

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/K7NH3OJL4VIVOGKIRNU26SZP3H \
  | 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: 57da7db92be5515719488b69af4b2fd9ef99df9bb73c1c717ed1a8e5e60b08a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "607f1dcabe2aa6f92751dea71c2e0d86861230be838deee7c074fb9263d05c10",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-19T06:00:26Z",
    "title_canon_sha256": "cc1a4b1d57d976500ecd33cc284d6ca05fd9c2d94e675c675fe4a6fe614f2b27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.09433",
    "kind": "arxiv",
    "version": 3
  }
}