Pith Number

pith:ESZ4OSAM

pith:2024:ESZ4OSAMXVZCJAX7MWV32PJFRD

not attested not anchored not stored refs pending

Transit Pulse: Utilizing Social Media as a Source for Customer Feedback and Information Extraction with Large Language Model

Amer Shalaby, Jiahao Wang

arxiv:2410.15016 v1 · 2024-10-19 · cs.CL · cs.AI · cs.CY · cs.IR · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ESZ4OSAMXVZCJAX7MWV32PJFRD}

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

TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models

Receipt and verification

First computed	2026-07-05T09:22:48.791246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24b3c7480cbd722482ff65abbd3d2588f2bdb94e56fd86b43e1e90cc9fce2f81

Aliases

arxiv: 2410.15016 · arxiv_version: 2410.15016v1 · doi: 10.48550/arxiv.2410.15016 · pith_short_12: ESZ4OSAMXVZC · pith_short_16: ESZ4OSAMXVZCJAX7 · pith_short_8: ESZ4OSAM

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/ESZ4OSAMXVZCJAX7MWV32PJFRD \
  | 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: 24b3c7480cbd722482ff65abbd3d2588f2bdb94e56fd86b43e1e90cc9fce2f81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10c07feb10d18bf923ed1dce644879544622a6b73409ad228c41f7d124639b12",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.IR",
      "cs.LG",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-19T07:08:40Z",
    "title_canon_sha256": "7b3b69b36f0ab2b4bb897589c127c929f196649191828c039355a38055d36036"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15016",
    "kind": "arxiv",
    "version": 1
  }
}