Pith Number

pith:IGX4MTZR

pith:2024:IGX4MTZRPXCVZOAWPKKNX22JL2

not attested not anchored not stored refs pending

Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice

Haijiang Yan, Jian-Qiao Zhu, Thomas L. Griffiths

arxiv:2405.19313 v2 · 2024-05-29 · cs.AI · cs.CL · econ.GN · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IGX4MTZRPXCVZOAWPKKNX22JL2}

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

2 papers in Pith

Temporal Preference Concepts and their Functions in a Large Language Model

Understanding the Mechanism of Altruism in Large Language Models

Receipt and verification

First computed	2026-07-05T10:58:45.291618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41afc64f317dc55cb8167a94dbeb495e847b1ccd51eb5dac6cb9f2b4f27988f4

Aliases

arxiv: 2405.19313 · arxiv_version: 2405.19313v2 · doi: 10.48550/arxiv.2405.19313 · pith_short_12: IGX4MTZRPXCV · pith_short_16: IGX4MTZRPXCVZOAW · pith_short_8: IGX4MTZR

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/IGX4MTZRPXCVZOAWPKKNX22JL2 \
  | 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: 41afc64f317dc55cb8167a94dbeb495e847b1ccd51eb5dac6cb9f2b4f27988f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6268b405935f7647e481629fe4c7e962c04fc3b023c459ea68ff2a5797277f6",
    "cross_cats_sorted": [
      "cs.CL",
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-29T17:37:14Z",
    "title_canon_sha256": "3d4288e3db416e886e344d82135c2332d6a2aba0be4c64cc1036a67a8502da9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19313",
    "kind": "arxiv",
    "version": 2
  }
}