Pith Number

pith:6EZHKHKE

pith:2026:6EZHKHKEPEKJKNMQO7J346NOPU

not attested not anchored not stored refs pending

Boundedly Rational Meta-Learning in Sequential Consumer Choice

Hema Yoganarasimhan, Max Kleiman-Weiner, Mehrzad Khosravi

arxiv:2605.16532 v1 · 2026-05-15 · cs.LG · 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{6EZHKHKEPEKJKNMQO7J346NOPU}

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.

Receipt and verification

First computed	2026-05-20T00:02:27.754760Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f132751d44791495359077d3be79ae7d2ba964a728ee604f2c55d869c4b319ba

Aliases

arxiv: 2605.16532 · arxiv_version: 2605.16532v1 · doi: 10.48550/arxiv.2605.16532 · pith_short_12: 6EZHKHKEPEKJ · pith_short_16: 6EZHKHKEPEKJKNMQ · pith_short_8: 6EZHKHKE

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/6EZHKHKEPEKJKNMQO7J346NOPU \
  | 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: f132751d44791495359077d3be79ae7d2ba964a728ee604f2c55d869c4b319ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b862545f486f8e16342cf312d7e27a24ba338682bbfcfb050b6e16a246ae0d60",
    "cross_cats_sorted": [
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T18:29:37Z",
    "title_canon_sha256": "f72c891d8c3d95ca37f064b46bd1a34792759ff3cd512bcb7353cc6db0e395a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16532",
    "kind": "arxiv",
    "version": 1
  }
}