Pith Number

pith:UJ2ZTEXR

pith:2023:UJ2ZTEXRIRY7C4GF7MTP4IL3II

not attested not anchored not stored refs pending

Large-Scale Text Analysis Using Generative Language Models: A Case Study in Discovering Public Value Expressions in AI Patents

Barbara Ribeiro, Gaurav Verma, Philip Shapira, Sergio Pelaez

arxiv:2305.10383 v2 · 2023-05-17 · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UJ2ZTEXRIRY7C4GF7MTP4IL3II}

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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

1 paper in Pith

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports

Receipt and verification

First computed	2026-07-05T09:55:06.144669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2759992f14471f170c5fb26fe217b42322aee789b794fa75a6da9a4e259f371

Aliases

arxiv: 2305.10383 · arxiv_version: 2305.10383v2 · doi: 10.48550/arxiv.2305.10383 · pith_short_12: UJ2ZTEXRIRY7 · pith_short_16: UJ2ZTEXRIRY7C4GF · pith_short_8: UJ2ZTEXR

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/UJ2ZTEXRIRY7C4GF7MTP4IL3II \
  | 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: a2759992f14471f170c5fb26fe217b42322aee789b794fa75a6da9a4e259f371

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bed137d5b6efff6449301b239e3c18a37acb526a3354d5bb0686dcc49e96b1c",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-17T17:18:26Z",
    "title_canon_sha256": "ccdb55524636ab4cc3048f656df56e308157b1a0fb67139c7cf688a84fa4bd70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10383",
    "kind": "arxiv",
    "version": 2
  }
}