Pith Number

pith:TWIGRFN7

pith:2023:TWIGRFN7NLJELXP5VVEG3LRH4Z

not attested not anchored not stored refs pending

ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning

Petter T\"ornberg

arxiv:2304.06588 v1 · 2023-04-13 · cs.CL · cs.AI · 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{TWIGRFN7NLJELXP5VVEG3LRH4Z}

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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

14 papers in Pith

Structure Before Collapse: Transient semantic geometry in next-token prediction

The Model as One Rater Among Several: Measuring Political Positions in Data-Sparse Regions with a Language-Model Panel

Improving Medical Communication using Rubric-Guided Counterfactual Recommendations

What Prediction Markets Can See: Market Formation, Settlement Legibility, and the Geography of Tradable Uncertainty in Africa and Latin America

Using AI Agents to Automate Black-Box Audits of Personalization Algorithms at Scale

Receipt and verification

First computed	2026-07-05T06:00:45.439677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d906895bf6ad245ddfdad486dae27e64afca856a8b09f3d3035ca93a273a68f

Aliases

arxiv: 2304.06588 · arxiv_version: 2304.06588v1 · doi: 10.48550/arxiv.2304.06588 · pith_short_12: TWIGRFN7NLJE · pith_short_16: TWIGRFN7NLJELXP5 · pith_short_8: TWIGRFN7

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/TWIGRFN7NLJELXP5VVEG3LRH4Z \
  | 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: 9d906895bf6ad245ddfdad486dae27e64afca856a8b09f3d3035ca93a273a68f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a1fa088771bb404a3e4e1b9538f53b26e14ac767722109f2789bb8764f9788a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-13T14:51:40Z",
    "title_canon_sha256": "ea3a5a68e671f9e66d793a6573b558e17029c0115a28eceb8c52cff6e638794d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.06588",
    "kind": "arxiv",
    "version": 1
  }
}