Pith Number

pith:QCF3DEO5

pith:2023:QCF3DEO5YICYWAPYVPTNITFY4N

not attested not anchored not stored refs pending

Humans vs Large Language Models: Judgmental Forecasting in an Era of Advanced AI

Kristian Rotaru, Mahdi Abolghasemi, Odkhishig Ganbold

arxiv:2312.06941 v2 · 2023-12-12 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QCF3DEO5YICYWAPYVPTNITFY4N}

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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

Argumentatively Coherent Judgmental Forecasting

Receipt and verification

First computed	2026-07-05T08:20:09.054502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

808bb191ddc2058b01f8abe6d44cb8e35c41f0428f8dfe837fcbffd2b26b9ec1

Aliases

arxiv: 2312.06941 · arxiv_version: 2312.06941v2 · doi: 10.48550/arxiv.2312.06941 · pith_short_12: QCF3DEO5YICY · pith_short_16: QCF3DEO5YICYWAPY · pith_short_8: QCF3DEO5

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/QCF3DEO5YICYWAPYVPTNITFY4N \
  | 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: 808bb191ddc2058b01f8abe6d44cb8e35c41f0428f8dfe837fcbffd2b26b9ec1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bff5113dfc9290cf1d01ca44eeee5c0946605e10d638deece1559ad15e22326f",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-12T02:28:12Z",
    "title_canon_sha256": "5ff185c660f62ab2894d86fe28a70b5bf68d3878a8d023d9e0a01345c57b4e68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.06941",
    "kind": "arxiv",
    "version": 2
  }
}