Pith Number

pith:K4ROG2TQ

pith:2025:K4ROG2TQA6DJVE3GKSBAO25FPW

not attested not anchored not stored refs pending

Bias-Adjusted LLM Agents for Human-Like Decision-Making via Behavioral Economics

Ayato Kitadai, Nariaki Nishino, Yusuke Fukasawa

arxiv:2508.18600 v1 · 2025-08-26 · cs.GT · cs.MA · 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{K4ROG2TQA6DJVE3GKSBAO25FPW}

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

Nous: An Attempt to Extract and Inject the Cognition Behind Prediction-Market Behavior

Receipt and verification

First computed	2026-07-05T11:59:27.506558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5722e36a7007869a93665482076ba57db13a14db3876b55fbe72afd0fe852d83

Aliases

arxiv: 2508.18600 · arxiv_version: 2508.18600v1 · doi: 10.48550/arxiv.2508.18600 · pith_short_12: K4ROG2TQA6DJ · pith_short_16: K4ROG2TQA6DJVE3G · pith_short_8: K4ROG2TQ

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/K4ROG2TQA6DJVE3GKSBAO25FPW \
  | 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: 5722e36a7007869a93665482076ba57db13a14db3876b55fbe72afd0fe852d83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59ebbe78a16d62b28cc514ca49f3aca005fa6496d9814a2cfe813cbb5803dd54",
    "cross_cats_sorted": [
      "cs.MA",
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2025-08-26T02:02:18Z",
    "title_canon_sha256": "93de15a6bcd7f2e7a4ae0e21da901f6c3f812457502deafa2800c7c053a5bedf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18600",
    "kind": "arxiv",
    "version": 1
  }
}